Philip S. Yu
Affiliations:- University of Illinois at Chicago
According to our database1,
Philip S. Yu
authored at least 1,530 papers
between 1980 and 2022.
Collaborative distances:
Collaborative distances:
Awards
ACM Fellow
ACM Fellow 1997, "For contributions to the theory and practice of analytical performance modeling of database sytems.".
Timeline
Legend:
Book In proceedings Article PhD thesis OtherLinks
Online presence:
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on orcid.org
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on id.loc.gov
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on cs.uic.edu
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on dl.acm.org
On csauthors.net:
Bibliography
2022
Artificial Intelligence: Foundations, Theory, and Algorithms, Springer, ISBN: 978-981-16-6165-5, 2022
Reinforcement-Learning-Guided Source Code Summarization Using Hierarchical Attention.
IEEE Trans. Software Eng., 2022
Reverse Nearest Neighbor Search in Semantic Trajectories for Location-Based Services.
IEEE Trans. Serv. Comput., 2022
ACM Trans. Inf. Syst., 2022
HNF: Hybrid Neural Filtering Based on Centrality-Aware Random Walk for Personalized Recommendation.
IEEE Trans. Netw. Sci. Eng., 2022
IEEE Trans. Neural Networks Learn. Syst., 2022
IEEE Trans. Neural Networks Learn. Syst., 2022
More Than Privacy: Applying Differential Privacy in Key Areas of Artificial Intelligence.
IEEE Trans. Knowl. Data Eng., 2022
IEEE Trans. Knowl. Data Eng., 2022
IEEE Trans. Knowl. Data Eng., 2022
IEEE Trans. Knowl. Data Eng., 2022
HinCTI: A Cyber Threat Intelligence Modeling and Identification System Based on Heterogeneous Information Network.
IEEE Trans. Knowl. Data Eng., 2022
IEEE Trans. Knowl. Data Eng., 2022
ACM Trans. Knowl. Discov. Data, 2022
Multivariate Correlation-aware Spatio-temporal Graph Convolutional Networks for Multi-scale Traffic Prediction.
ACM Trans. Intell. Syst. Technol., 2022
ACM Trans. Intell. Syst. Technol., 2022
IEEE Trans. Dependable Secur. Comput., 2022
Lime: Low-Cost and Incremental Learning for Dynamic Heterogeneous Information Networks.
IEEE Trans. Computers, 2022
Fact-Driven Abstractive Summarization by Utilizing Multi-Granular Multi-Relational Knowledge.
IEEE ACM Trans. Audio Speech Lang. Process., 2022
Adaptive Pre-Training and Collaborative Fine-Tuning: A Win-Win Strategy to Improve Review Analysis Tasks.
IEEE ACM Trans. Audio Speech Lang. Process., 2022
Reinforcement Learning-Based Dialogue Guided Event Extraction to Exploit Argument Relations.
IEEE ACM Trans. Audio Speech Lang. Process., 2022
Hierarchical GAN-Tree and Bi-Directional Capsules for multi-label image classification.
Knowl. Based Syst., 2022
Multi-agent reinforcement learning via knowledge transfer with differentially private noise.
Int. J. Intell. Syst., 2022
Guest Editorial: Graph-powered machine learning in future-generation computing systems.
Future Gener. Comput. Syst., 2022
ACM Comput. Surv., 2022
ACM Comput. Surv., 2022
Rethinking and Scaling Up Graph Contrastive Learning: An Extremely Efficient Approach with Group Discrimination.
CoRR, 2022
A Multi-level Supervised Contrastive Learning Framework for Low-Resource Natural Language Inference.
CoRR, 2022
Evidential Temporal-aware Graph-based Social Event Detection via Dempster-Shafer Theory.
CoRR, 2022
HiURE: Hierarchical Exemplar Contrastive Learning for Unsupervised Relation Extraction.
CoRR, 2022
XLTime: A Cross-Lingual Knowledge Transfer Framework for Temporal Expression Extraction.
CoRR, 2022
CoRR, 2022
CoRR, 2022
Learning from Atypical Behavior: Temporary Interest Aware Recommendation Based on Reinforcement Learning.
CoRR, 2022
Large-scale Personalized Video Game Recommendation via Social-aware Contextualized Graph Neural Network.
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022
Multi-Sparse-Domain Collaborative Recommendation via Enhanced Comprehensive Aspect Preference Learning.
Proceedings of the WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21, 2022
Dy-HIEN: Dynamic Evolution based Deep Hierarchical Intention Network for Membership Prediction.
Proceedings of the WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21, 2022
Proceedings of the Database Systems for Advanced Applications, 2022
Are Pre-trained Transformers Robust in Intent Classification? A Missing Ingredient in Evaluation of Out-of-Scope Intent Detection.
Proceedings of the 4th Workshop on NLP for Conversational AI, 2022
2021
IEEE Trans. Parallel Distributed Syst., 2021
ACM Trans. Internet Techn., 2021
ACM Trans. Database Syst., 2021
IEEE Trans. Neural Networks Learn. Syst., 2021
IEEE Trans. Neural Networks Learn. Syst., 2021
ACM Trans. Manag. Inf. Syst., 2021
IEEE Trans. Mob. Comput., 2021
MixSp: A Framework for Embedding Heterogeneous Information Networks With Arbitrary Number of Node and Edge Types.
IEEE Trans. Knowl. Data Eng., 2021
IEEE Trans. Knowl. Data Eng., 2021
Deep Collaborative Filtering with Multi-Aspect Information in Heterogeneous Networks.
IEEE Trans. Knowl. Data Eng., 2021
Hierarchical Taxonomy-Aware and Attentional Graph Capsule RCNNs for Large-Scale Multi-Label Text Classification.
IEEE Trans. Knowl. Data Eng., 2021
A Domain Adaptive Density Clustering Algorithm for Data With Varying Density Distribution.
IEEE Trans. Knowl. Data Eng., 2021
Streaming Social Event Detection and Evolution Discovery in Heterogeneous Information Networks.
ACM Trans. Knowl. Discov. Data, 2021
Dynamic Graph Mining for Multi-weight Multi-destination Route Planning with Deadlines Constraints.
ACM Trans. Knowl. Discov. Data, 2021
ACM Trans. Knowl. Discov. Data, 2021
A Comprehensive Survey of the Key Technologies and Challenges Surrounding Vehicular Ad Hoc Networks.
ACM Trans. Intell. Syst. Technol., 2021
Dynamic Planning of Bicycle Stations in Dockless Public Bicycle-sharing System Using Gated Graph Neural Network.
ACM Trans. Intell. Syst. Technol., 2021
Social Image Sentiment Analysis by Exploiting Multimodal Content and Heterogeneous Relations.
IEEE Trans. Ind. Informatics, 2021
IEEE Trans. Cybern., 2021
IEEE Trans. Comput. Soc. Syst., 2021
Dynamic Bicycle Dispatching of Dockless Public Bicycle-sharing Systems Using Multi-objective Reinforcement Learning.
ACM Trans. Cyber Phys. Syst., 2021
Pattern Recognit., 2021
Knowl. Based Syst., 2021
Knowl. Based Syst., 2021
Inf. Sci., 2021
CoRR, 2021
CoRR, 2021
CoRR, 2021
CoRR, 2021
Reinforcement Learning based Path Exploration for Sequential Explainable Recommendation.
CoRR, 2021
CoRR, 2021
CoRR, 2021
Reinforcement Learning-based Dialogue Guided Event Extraction to Exploit Argument Relations.
CoRR, 2021
Are Pretrained Transformers Robust in Intent Classification? A Missing Ingredient in Evaluation of Out-of-Scope Intent Detection.
CoRR, 2021
Attend and Select: A Segment Attention based Selection Mechanism for Microblog Hashtag Generation.
CoRR, 2021
CoRR, 2021
CoRR, 2021
CoRR, 2021
CoRR, 2021
Enriching Non-Autoregressive Transformer with Syntactic and SemanticStructures for Neural Machine Translation.
CoRR, 2021
CoRR, 2021
SUGAR: Subgraph Neural Network with Reinforcement Pooling and Self-Supervised Mutual Information Mechanism.
CoRR, 2021
A Survey of Community Detection Approaches: From Statistical Modeling to Deep Learning.
CoRR, 2021
IEEE Access, 2021
IEEE Access Special Section Editorial: Utility-Pattern Mining: Theoretical Analytics and Applications.
IEEE Access, 2021
Mixed-Curvature Multi-Relational Graph Neural Network for Knowledge Graph Completion.
Proceedings of the WWW '21: The Web Conference 2021, 2021
SUGAR: Subgraph Neural Network with Reinforcement Pooling and Self-Supervised Mutual Information Mechanism.
Proceedings of the WWW '21: The Web Conference 2021, 2021
Proceedings of the WWW '21: The Web Conference 2021, 2021
Proceedings of the WWW '21: The Web Conference 2021, 2021
ConsisRec: Enhancing GNN for Social Recommendation via Consistent Neighbor Aggregation.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021
Medical Triage Chatbot Diagnosis Improvement via Multi-relational Hyperbolic Graph Neural Network.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021
Augmenting Sequential Recommendation with Pseudo-Prior Items via Reversely Pre-training Transformer.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021
Proceedings of the 2021 SIAM International Conference on Data Mining, 2021
Proceedings of the 2021 SIAM International Conference on Data Mining, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Incremental Few-shot Text Classification with Multi-round New Classes: Formulation, Dataset and System.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021
HTCInfoMax: A Global Model for Hierarchical Text Classification via Information Maximization.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021
Purify and Generate: Learning Faithful Item-to-Item Graph from Noisy User-Item Interaction Behaviors.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021
Proceedings of the 2021 International Conference on Data Mining, 2021
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021
Proceedings of the IEEE International Conference on Data Mining, 2021
BioHanBERT: A Hanzi-aware Pre-trained Language Model for Chinese Biomedical Text Mining.
Proceedings of the IEEE International Conference on Data Mining, 2021
Proceedings of the IEEE International Conference on Data Mining, 2021
Proceedings of the IEEE International Conference on Data Mining, 2021
Proceedings of the IEEE International Conference on Data Mining, 2021
Structure-Aware Parameter-Free Group Query via Heterogeneous Information Network Transformer.
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021
PDALN: Progressive Domain Adaptation over a Pre-trained Model for Low-Resource Cross-Domain Named Entity Recognition.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021
HETFORMER: Heterogeneous Transformer with Sparse Attention for Long-Text Extractive Summarization.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
Attend, Memorize and Generate: Towards Faithful Table-to-Text Generation in Few Shots.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021
Enriching Non-Autoregressive Transformer with Syntactic and Semantic Structures for Neural Machine Translation.
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021
AE-UPCP: Seeking Potential Membership Users by Audience Expansion Combining User Preference with Consumption Pattern.
Proceedings of the Database Systems for Advanced Applications, 2021
MISS: A Multi-user Identification Network for Shared-Account Session-Aware Recommendation.
Proceedings of the Database Systems for Advanced Applications, 2021
Proceedings of the Third IEEE International Conference on Cognitive Machine Intelligence, 2021
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021
DSKReG: Differentiable Sampling on Knowledge Graph for Recommendation with Relational GNN.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021
Continuous-Time Sequential Recommendation with Temporal Graph Collaborative Transformer.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021
Proceedings of the 32nd British Machine Vision Conference 2021, 2021
I-ODA, Real-world Multi-modal Longitudinal Data for Ophthalmic Applications.
Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies, 2021
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
HAMLET: Hierarchical Attention-based Model with muLti-task sElf-Training for user profiling.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
Pre-training Recommender Systems via Reinforced Attentive Multi-relational Graph Neural Network.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
MedTextSeg: A Deep Dual Sequential Model for Section Segmentation in Medical Reports.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
A meta-feature based unified framework for both cold-start and warm-start explainable recommendations.
World Wide Web, 2020
World Wide Web, 2020
World Wide Web, 2020
IEEE Trans. Neural Networks Learn. Syst., 2020
IEEE Trans. Neural Networks Learn. Syst., 2020
IEEE Trans. Multim., 2020
ACM Trans. Manag. Inf. Syst., 2020
IEEE Trans. Knowl. Data Eng., 2020
Locally Balanced Inductive Matrix Completion for Demand-Supply Inference in Stationless Bike-Sharing Systems.
IEEE Trans. Knowl. Data Eng., 2020
Trans. Data Sci., 2020
IEEE Trans. Cybern., 2020
IEEE Trans. Circuits Syst., 2020
IEEE Trans. Circuits Syst. II Express Briefs, 2020
Proc. VLDB Endow., 2020
Knowl. Based Syst., 2020
Multi-view factorization machines for mobile app recommendation based on hierarchical attention.
Knowl. Based Syst., 2020
Modeling relation paths for knowledge base completion via joint adversarial training.
Knowl. Based Syst., 2020
Knowl. Based Syst., 2020
Knowl. Inf. Syst., 2020
Knowl. Inf. Syst., 2020
Knowl. Inf. Syst., 2020
Spatial temporal incidence dynamic graph neural networks for traffic flow forecasting.
Inf. Sci., 2020
ICANE: interaction content-aware network embedding via co-embedding of nodes and edges.
Int. J. Data Sci. Anal., 2020
Future Gener. Comput. Syst., 2020
Distributed Parallel Databases, 2020
A Survey on Heterogeneous Graph Embedding: Methods, Techniques, Applications and Sources.
CoRR, 2020
CoRR, 2020
CoRR, 2020
CoRR, 2020
CoRR, 2020
Interpretable Multi-Step Reasoning with Knowledge Extraction on Complex Healthcare Question Answering.
CoRR, 2020
LDP-FL: Practical Private Aggregation in Federated Learning with Local Differential Privacy.
CoRR, 2020
Multi-label Zero-shot Classification by Learning to Transfer from External Knowledge.
CoRR, 2020
Forming an Electoral College for a Graph: a Heuristic Semi-supervised Learning Framework.
CoRR, 2020
CG-BERT: Conditional Text Generation with BERT for Generalized Few-shot Intent Detection.
CoRR, 2020
Time Series Data Cleaning: From Anomaly Detection to Anomaly Repairing (Technical Report).
CoRR, 2020
Adv-BERT: BERT is not robust on misspellings! Generating nature adversarial samples on BERT.
CoRR, 2020
Proceedings of the WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, 2020
Find or Classify? Dual Strategy for Slot-Value Predictions on Multi-Domain Dialog State Tracking.
Proceedings of the Ninth Joint Conference on Lexical and Computational Semantics, 2020
Proceedings of the Ninth Joint Conference on Lexical and Computational Semantics, 2020
Alleviating the Inconsistency Problem of Applying Graph Neural Network to Fraud Detection.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020
Attentional Graph Convolutional Networks for Knowledge Concept Recommendation in MOOCs in a Heterogeneous View.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020
Proceedings of the 21th Annual Meeting of the Special Interest Group on Discourse and Dialogue, 2020
BasConv: Aggregating Heterogeneous Interactions for Basket Recommendation with Graph Convolutional Neural Network.
Proceedings of the 2020 SIAM International Conference on Data Mining, 2020
Proceedings of the 2020 SIAM International Conference on Data Mining, 2020
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2020
SEAL: Learning Heuristics for Community Detection with Generative Adversarial Networks.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020
Proceedings of the IEEE International Conference on Parallel & Distributed Processing with Applications, 2020
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020
Proceedings of the IEEE International Conference on Multimedia and Expo, 2020
Proceedings of the IEEE International Conference on Multimedia and Expo, 2020
Pairwise Learning for Name Disambiguation in Large-Scale Heterogeneous Academic Networks.
Proceedings of the 20th IEEE International Conference on Data Mining, 2020
Proceedings of the 20th IEEE International Conference on Data Mining, 2020
Proceedings of the 20th IEEE International Conference on Data Mining, 2020
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020
Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring Natural Language Inference.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020
DeepGS: Deep Representation Learning of Graphs and Sequences for Drug-Target Binding Affinity Prediction.
Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020
Code2Text: Dual Attention Syntax Annotation Networks for Structure-Aware Code Translation.
Proceedings of the Database Systems for Advanced Applications, 2020
Proceedings of the Database Systems for Advanced Applications, 2020
Heterogeneous Graph Embedding for Cross-Domain Recommendation Through Adversarial Learning.
Proceedings of the Database Systems for Advanced Applications, 2020
Proceedings of the 28th International Conference on Computational Linguistics, 2020
Proceedings of the 28th International Conference on Computational Linguistics, 2020
Proceedings of the 28th International Conference on Computational Linguistics, 2020
Proceedings of the 28th International Conference on Computational Linguistics, 2020
Hierarchical Bi-Directional Self-Attention Networks for Paper Review Rating Recommendation.
Proceedings of the 28th International Conference on Computational Linguistics, 2020
Proceedings of the 2nd IEEE International Conference on Cognitive Machine Intelligence, 2020
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020
Multi-label Zero-shot Classification by Learning to Transfer from External Knowledge.
Proceedings of the 31st British Machine Vision Conference 2020, 2020
Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2020), 2020
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020
Proceedings of the Web and Big Data - 4th International Joint Conference, 2020
Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020
2019
SemRec: a personalized semantic recommendation method based on weighted heterogeneous information networks.
World Wide Web, 2019
A Bi-layered Parallel Training Architecture for Large-Scale Convolutional Neural Networks.
IEEE Trans. Parallel Distributed Syst., 2019
An Attention-augmented Deep Architecture for Hard Drive Status Monitoring in Large-scale Storage Systems.
ACM Trans. Storage, 2019
IEEE Trans. Knowl. Data Eng., 2019
IEEE Trans. Knowl. Data Eng., 2019
ACM Trans. Knowl. Discov. Data, 2019
Efficient Traffic Estimation With Multi-Sourced Data by Parallel Coupled Hidden Markov Model.
IEEE Trans. Intell. Transp. Syst., 2019
ACM Trans. Intell. Syst. Technol., 2019
Serendipitous Recommendation in E-Commerce Using Innovator-Based Collaborative Filtering.
IEEE Trans. Cybern., 2019
Classification, Denoising, and Deinterleaving of Pulse Streams With Recurrent Neural Networks.
IEEE Trans. Aerosp. Electron. Syst., 2019
Utilizing longitudinal microbiome taxonomic profiles to predict food allergy via Long Short-Term Memory networks.
PLoS Comput. Biol., 2019
Neural Networks, 2019
Knowl. Based Syst., 2019
Enhancing stock market prediction with extended coupled hidden Markov model over multi-sourced data.
Knowl. Inf. Syst., 2019
Knowl. Inf. Syst., 2019
Deep Latent Factor Model with Hierarchical Similarity Measure for recommender systems.
Inf. Sci., 2019
A periodicity-based parallel time series prediction algorithm in cloud computing environments.
Inf. Sci., 2019
Int. J. Multim. Inf. Retr., 2019
Introduction to the special issue on Big Data, IoT Streams and Heterogeneous Source Mining.
Int. J. Data Sci. Anal., 2019
CoRR, 2019
Hierarchical Semantic Correspondence Learning for Post-Discharge Patient Mortality Prediction.
CoRR, 2019
Mixed Pooling Multi-View Attention Autoencoder for Representation Learning in Healthcare.
CoRR, 2019
Find or Classify? Dual Strategy for Slot-Value Predictions on Multi-Domain Dialog State Tracking.
CoRR, 2019
Hierarchical Taxonomy-Aware and Attentional Graph Capsule RCNNs for Large-Scale Multi-Label Text Classification.
CoRR, 2019
Missing Movie Synergistic Completion across Multiple Isomeric Online Movie Knowledge Libraries.
CoRR, 2019
Distributed Deep Learning Model for Intelligent Video Surveillance Systems with Edge Computing.
CoRR, 2019
WaveletFCNN: A Deep Time Series Classification Model for Wind Turbine Blade Icing Detection.
CoRR, 2019
Coupled Tensor Decomposition for User Clustering in Mobile Internet Traffic Interaction Pattern.
IEEE Access, 2019
Cloud Service Community Detection for Real-World Service Networks Based on Parallel Graph Computing.
IEEE Access, 2019
A Score Prediction Approach for Optional Course Recommendation via Cross-User-Domain Collaborative Filtering.
IEEE Access, 2019
Info-Trust: A Multi-Criteria and Adaptive Trustworthiness Calculation Mechanism for Information Sources.
IEEE Access, 2019
Mining Spatiotemporal Diffusion Network: A New Framework of Active Surveillance Planning.
IEEE Access, 2019
Proceedings of the World Wide Web Conference, 2019
Proceedings of the World Wide Web Conference, 2019
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019
Deep Distribution Network: Addressing the Data Sparsity Issue for Top-N Recommendation.
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019
Attentional Heterogeneous Graph Neural Network: Application to Program Reidentification.
Proceedings of the 2019 SIAM International Conference on Data Mining, 2019
Integrating Topic Model and Heterogeneous Information Network for Aspect Mining with Rating Bias.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2019
Multi-Modal Generative Adversarial Network for Short Product Title Generation in Mobile E-Commerce.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019
BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment Analysis.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019
Proceedings of the 34th IEEE/ACM International Conference on Automated Software Engineering, 2019
Proceedings of the 20th IEEE International Conference on Information Reuse and Integration for Data Science, 2019
Missing Entity Synergistic Completion across Multiple Isomeric Online Knowledge Libraries.
Proceedings of the International Joint Conference on Neural Networks, 2019
Proceedings of the International Joint Conference on Neural Networks, 2019
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019
Proceedings of the IEEE International Conference on Multimedia and Expo, 2019
From Joint Feature Selection and Self-Representation Learning to Robust Multi-view Subspace Clustering.
Proceedings of the 2019 IEEE International Conference on Data Mining, 2019
Proceedings of the 2019 IEEE International Conference on Data Mining, 2019
Proceedings of the 39th IEEE International Conference on Distributed Computing Systems, 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
Proceedings of the 27th European Signal Processing Conference, 2019
Proceedings of the 2019 IEEE International Conference on Data Science and Advanced Analytics, 2019
Proceedings of the Database Systems for Advanced Applications, 2019
Proceedings of the Database Systems for Advanced Applications, 2019
Understanding Information Diffusion via Heterogeneous Information Network Embeddings.
Proceedings of the Database Systems for Advanced Applications, 2019
Memory in Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity From Spatiotemporal Dynamics.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
Proceedings of the 2019 IEEE First International Conference on Cognitive Machine Intelligence (CogMI), 2019
EHR Coding with Multi-scale Feature Attention and Structured Knowledge Graph Propagation.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019
Generative Question Refinement with Deep Reinforcement Learning in Retrieval-based QA System.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019
Partially Shared Adversarial Learning For Semi-supervised Multi-platform User Identity Linkage.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019
Social-Aware VR Configuration Recommendation via Multi-Feedback Coupled Tensor Factorization.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019
Deep Diffusive Neural Network based Fake News Detection from Heterogeneous Social Networks.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
Meta-path Reduction with Transition Probability Preserving in Heterogeneous Information Network.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
Community-preserving Graph Convolutions for Structural and Functional Joint Embedding of Brain Networks.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
Walk2Privacy: Limiting target link privacy disclosure against the adversarial link prediction.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
Proceedings of the ASONAM '19: International Conference on Advances in Social Networks Analysis and Mining, 2019
Proceedings of the Web and Big Data - Third International Joint Conference, 2019
Proceedings of the Advanced Data Mining and Applications - 15th International Conference, 2019
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
DeepCF: A Unified Framework of Representation Learning and Matching Function Learning in Recommender System.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
Springer, ISBN: 978-3-030-12527-1, 2019
2018
Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018
Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018
World Wide Web, 2018
ACM Trans. Soc. Comput., 2018
IEEE Trans. Neural Networks Learn. Syst., 2018
A Comprehensive Study on Social Network Mental Disorders Detection via Online Social Media Mining.
IEEE Trans. Knowl. Data Eng., 2018
LoPub: High-Dimensional Crowdsourced Data Publication With Local Differential Privacy.
IEEE Trans. Inf. Forensics Secur., 2018
IEEE Trans. Big Data, 2018
IEEE Trans. Big Data, 2018
Knowl. Based Syst., 2018
Parallel Protein Community Detection in Large-scale PPI Networks Based on Multi-source Learning.
CoRR, 2018
Reversing Two-Stream Networks with Decoding Discrepancy Penalty for Robust Action Recognition.
CoRR, 2018
CoRR, 2018
Understanding and Monitoring Human Trafficking via Social Sensors: A Sociological Approach.
CoRR, 2018
IEEE Access, 2018
Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018
Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018
Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018
Proceedings of the 2018 SIAM International Conference on Data Mining, 2018
Proceedings of the 2018 SIAM International Conference on Data Mining, 2018
Proceedings of the 12th ACM Conference on Recommender Systems, 2018
Proceedings of the 2018 IEEE International Conference on Pervasive Computing and Communications, 2018
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018
Proceedings of the 2018 ACM on International Conference on Multimedia Retrieval, 2018
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018
Leveraging Meta-path based Context for Top- N Recommendation with A Neural Co-Attention Model.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018
Proceedings of the 33rd ACM/IEEE International Conference on Automated Software Engineering, 2018
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018
PredRNN++: Towards A Resolution of the Deep-in-Time Dilemma in Spatiotemporal Predictive Learning.
Proceedings of the 35th International Conference on Machine Learning, 2018
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
Layerwise Perturbation-Based Adversarial Training for Hard Drive Health Degree Prediction.
Proceedings of the IEEE International Conference on Data Mining, 2018
Proceedings of the IEEE International Conference on Data Mining, 2018
FI-GRL: Fast Inductive Graph Representation Learning via Projection-Cost Preservation.
Proceedings of the IEEE International Conference on Data Mining, 2018
dpMood: Exploiting Local and Periodic Typing Dynamics for Personalized Mood Prediction.
Proceedings of the IEEE International Conference on Data Mining, 2018
Proceedings of the IEEE International Conference on Data Mining, 2018
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018
Proceedings of the 38th IEEE International Conference on Distributed Computing Systems, 2018
Proceedings of the 2018 IEEE International Conference on Big Knowledge, 2018
Proceedings of the 2018 IEEE International Conference on Big Knowledge, 2018
Insert beyond the traffic sign recognition: constructing an auto-pilot map for autonomous vehicles.
Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2018
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018
Cross-Domain Recommendation for Cold-Start Users via Neighborhood Based Feature Mapping.
Proceedings of the Database Systems for Advanced Applications, 2018
Proceedings of the 4th IEEE International Conference on Collaboration and Internet Computing, 2018
Newsfeed Filtering and Dissemination for Behavioral Therapy on Social Network Addictions.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018
Improved Dynamic Memory Network for Dialogue Act Classification with Adversarial Training.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018
Representation Learning with Depth and Breadth for Recommendation Using Multi-view Data.
Proceedings of the Web and Big Data - Second International Joint Conference, 2018
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018
Dual Attention Network for Product Compatibility and Function Satisfiability Analysis.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
Advances in Information Security 69, Springer, ISBN: 978-3-319-62002-2, 2017
Predicting neighbor label distributions in dynamic heterogeneous information networks.
World Wide Web, 2017
Computing Urban Traffic Congestions by Incorporating Sparse GPS Probe Data and Social Media Data.
ACM Trans. Inf. Syst., 2017
IEEE Trans. Knowl. Data Eng., 2017
IEEE Trans. Knowl. Data Eng., 2017
IEEE Trans. Knowl. Data Eng., 2017
ACM SIGSPATIAL Special, 2017
Constrained Active Learning for Anchor Link Prediction Across Multiple Heterogeneous Social Networks.
Sensors, 2017
Proc. VLDB Endow., 2017
Spatial and semantical label inference for social media - A cross-network data fusion approach.
Knowl. Inf. Syst., 2017
Int. J. Data Sci. Anal., 2017
Distributed Parallel Databases, 2017
Reducing uncertainty of dynamic heterogeneous information networks: a fusing reconstructing approach.
Data Min. Knowl. Discov., 2017
To Vote Before Decide: A Logless One-Phase Commit Protocol for Highly-Available Datastores.
CoRR, 2017
Supervised Complementary Entity Recognition with Augmented Key-value Pairs of Knowledge.
CoRR, 2017
CoRR, 2017
CoRR, 2017
Concurr. Comput. Pract. Exp., 2017
IEEE Access, 2017
On Learning Mixed Community-specific Similarity Metrics for Cold-start Link Prediction.
Proceedings of the 26th International Conference on World Wide Web Companion, 2017
Proceedings of the 26th International Conference on World Wide Web Companion, 2017
Proceedings of the 26th International Conference on World Wide Web, 2017
Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, 2017
Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, 2017
Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, 2017
Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, 2017
Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, 2017
Proceedings of the 2017 SIAM International Conference on Data Mining, 2017
A novel ensemble approach on regionalized neural networks for brain disorder prediction.
Proceedings of the Symposium on Applied Computing, 2017
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017
Sequential Keystroke Behavioral Biometrics for Mobile User Identification via Multi-view Deep Learning.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017
PredRNN: Recurrent Neural Networks for Predictive Learning using Spatiotemporal LSTMs.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017
Proceedings of the KDD 2017 Workshop on Anomaly Detection in Finance, 2017
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017
Proceedings of the IEEE International Conference on Cognitive Computing, 2017
Proceedings of the 2017 IEEE International Conference on Web Services, 2017
Proceedings of the Neural Information Processing - 24th International Conference, 2017
Proceedings of the 34th International Conference on Machine Learning, 2017
BL-MNE: Emerging Heterogeneous Social Network Embedding Through Broad Learning with Aligned Autoencoder.
Proceedings of the 2017 IEEE International Conference on Data Mining, 2017
Proceedings of the 2017 IEEE International Conference on Data Mining, 2017
Proceedings of the 2017 IEEE International Conference on Data Mining, 2017
Proceedings of the 2017 IEEE International Conference on Data Mining, 2017
HitFraud: A Broad Learning Approach for Collective Fraud Detection in Heterogeneous Information Networks.
Proceedings of the 2017 IEEE International Conference on Data Mining, 2017
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017
Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017
Proceedings of the IEEE International Conference on Computer Vision, 2017
Disentangled Link Prediction for Signed Social Networks via Disentangled Representation Learning.
Proceedings of the 2017 IEEE International Conference on Data Science and Advanced Analytics, 2017
Proceedings of the 2017 IEEE International Conference on Data Science and Advanced Analytics, 2017
Proceedings of the Database Systems for Advanced Applications, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017
Measuring the relevance of different-typed objects in weighted signed heterogeneous information networks.
Proceedings of the 21st IEEE International Conference on Computer Supported Cooperative Work in Design, 2017
Proceedings of the 3rd IEEE International Conference on Collaboration and Internet Computing, 2017
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017
BL-ECD: Broad Learning based Enterprise Community Detection via Hierarchical Structure Fusion.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017
Coupled Sparse Matrix Factorization for Response Time Prediction in Logistics Services.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017
Proceedings of the 2017 IEEE International Congress on Big Data, 2017
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017
Proceedings of the Advanced Data Mining and Applications - 13th International Conference, 2017
Data Analytics, Springer, ISBN: 978-3-319-56212-4, 2017
2016
Concurrent Alignment of Multiple Anonymized Social Networks with Generic Stable Matching.
Proceedings of the Theoretical Information Reuse and Integration, 2016
IEEE Trans. Knowl. Data Eng., 2016
IEEE Trans. Knowl. Data Eng., 2016
A Comprehensive Study on Willingness Maximization for Social Activity Planning with Quality Guarantee.
IEEE Trans. Knowl. Data Eng., 2016
Joint Structure Feature Exploration and Regularization for Multi-Task Graph Classification.
IEEE Trans. Knowl. Data Eng., 2016
IEEE Trans. Knowl. Data Eng., 2016
IEEE Trans. Knowl. Data Eng., 2016
Coranking the Future Influence of Multiobjects in Bibliographic Network Through Mutual Reinforcement.
ACM Trans. Intell. Syst. Technol., 2016
Knowl. Inf. Syst., 2016
Integrating heterogeneous information via flexible regularization framework for recommendation.
Knowl. Inf. Syst., 2016
Knowl. Inf. Syst., 2016
Data Sci. Eng., 2016
Modularity in Complex Multilayer Networks with Multiple Aspects: A Static Perspective.
CoRR, 2016
Mining Compatible/Incompatible Entities from Question and Answering via Yes/No Answer Classification using Distant Label Expansion.
CoRR, 2016
Temporal Dynamic Matrix Factorization for Missing Data Prediction in Large Scale Coevolving Time Series.
IEEE Access, 2016
Proceedings of the 25th International Conference on World Wide Web, 2016
Mining User Intentions from Medical Queries: A Neural Network Based Heterogeneous Jointly Modeling Approach.
Proceedings of the 25th International Conference on World Wide Web, 2016
Proceedings of the 25th International Conference on World Wide Web, 2016
HeteroSales: Utilizing Heterogeneous Social Networks to Identify the Next Enterprise Customer.
Proceedings of the 25th International Conference on World Wide Web, 2016
Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, 2016
Proceedings of the Web-Age Information Management - 17th International Conference, 2016
Proceedings of the 9th International Conference on Utility and Cloud Computing, 2016
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016
Identifying Connectivity Patterns for Brain Diseases via Multi-side-view Guided Deep Architectures.
Proceedings of the 2016 SIAM International Conference on Data Mining, 2016
Effective Crowd Expertise Modeling via Cross Domain Sparsity and Uncertainty Reduction.
Proceedings of the 2016 SIAM International Conference on Data Mining, 2016
Proceedings of the 2016 SIAM International Conference on Data Mining, 2016
Proceedings of the 2016 SIAM International Conference on Data Mining, 2016
RecExp: A Semantic Recommender System with Explanation Based on Heterogeneous Information Network.
Proceedings of the 10th ACM Conference on Recommender Systems, 2016
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016
Enhancing Traffic Congestion Estimation with Social Media by Coupled Hidden Markov Model.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016
Multi-graph Clustering Based on Interior-Node Topology with Applications to Brain Networks.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2016
Proceedings of the IEEE 17th International Conference on Mobile Data Management, 2016
Proceedings of the IEEE 17th International Conference on Mobile Data Management, 2016
Proceedings of the IEEE 17th International Conference on Mobile Data Management, 2016
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016
Proceedings of the 17th IEEE International Conference on Information Reuse and Integration, 2016
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016
Proceedings of the IEEE 16th International Conference on Data Mining, 2016
Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, GIS 2016, Burlingame, California, USA, October 31, 2016
Proceedings of the Database Systems for Advanced Applications, 2016
Proceedings of the Collaborate Computing: Networking, Applications and Worksharing, 2016
Proceedings of the 2nd IEEE International Conference on Collaboration and Internet Computing, 2016
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2016
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016
Interpretable and effective opinion spam detection via temporal patterns mining across websites.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016
CER: Complementary entity recognition via knowledge expansion on large unlabeled product reviews.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016
Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2016
Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2016
Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 2016
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016
Proceedings of the IEEE International Conference on Services Computing, 2016
2015
World Wide Web, 2015
IEEE Trans. Knowl. Data Eng., 2015
Efficient Algorithms for Mining the Concise and Lossless Representation of High Utility Itemsets.
IEEE Trans. Knowl. Data Eng., 2015
IEEE Trans. Knowl. Data Eng., 2015
Knowl. Inf. Syst., 2015
Automated confidence ranked classification of randomized controlled trial articles: an aid to evidence-based medicine.
J. Am. Medical Informatics Assoc., 2015
Inf. Sci., 2015
CoRR, 2015
Partial Network Alignment with Anchor Meta Path and Truncated Generic Stable Matching.
CoRR, 2015
Concurr. Comput. Pract. Exp., 2015
Brain Informatics, 2015
Brain Informatics, 2015
cluTM: Content and Link Integrated Topic Model on Heterogeneous Information Networks.
Proceedings of the Web-Age Information Management - 16th International Conference, 2015
Proceedings of the 2015 IEEE 12th Intl Conf on Ubiquitous Intelligence and Computing and 2015 IEEE 12th Intl Conf on Autonomic and Trusted Computing and 2015 IEEE 15th Intl Conf on Scalable Computing and Communications and Its Associated Workshops (UIC-ATC-ScalCom), 2015
Proceedings of the 27th International Conference on Scientific and Statistical Database Management, 2015
Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015
Proceedings of the 9th IEEE International Conference on Semantic Computing, 2015
Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015
Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015
Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015
Frameworks to Encode User Preferences for Inferring Topic-sensitive Information Networks.
Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015
Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015
Multiple Incomplete Views Clustering via Weighted Nonnegative Matrix Factorization with L<sub>2</sub>, 1 Regularization.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015
Proceedings of the 2015 IEEE International Conference on Information Reuse and Integration, 2015
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
Proceedings of the Ninth International Conference on Web and Social Media, 2015
Proceedings of the 2015 IEEE International Conference on Web Services, 2015
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015
Mining Brain Networks Using Multiple Side Views for Neurological Disorder Identification.
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015
Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015
Proceedings of the 18th International Conference on Extending Database Technology, 2015
Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015
Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015
Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015
Proceedings of the Database Systems for Advanced Applications, 2015
Proceedings of the IEEE Conference on Collaboration and Internet Computing, 2015
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015
Semantic Path based Personalized Recommendation on Weighted Heterogeneous Information Networks.
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015
The Unsupervised Hierarchical Convolutional Sparse Auto-Encoder for Neuroimaging Data Classification.
Proceedings of the Brain Informatics and Health - 8th International Conference, 2015
Identification of Discriminative Subgraph Patterns in fMRI Brain Networks in Bipolar Affective Disorder.
Proceedings of the Brain Informatics and Health - 8th International Conference, 2015
Proceedings of the Business Process Management - 13th International Conference, 2015
Robust crowd bias correction via dual knowledge transfer from multiple overlapping sources.
Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015
Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015
Proceedings of the 2015 IEEE International Congress on Big Data, New York City, NY, USA, June 27, 2015
Proceedings of the 6th ACM Conference on Bioinformatics, 2015
Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
2014
Proceedings of the Online Social Media Analysis and Visualization, 2014
IEEE Trans. Knowl. Data Eng., 2014
IEEE Trans. Knowl. Data Eng., 2014
Structural Diversity for Resisting Community Identification in Published Social Networks.
IEEE Trans. Knowl. Data Eng., 2014
IEEE Trans. Knowl. Data Eng., 2014
IEEE Trans. Knowl. Data Eng., 2014
IEEE Trans. Knowl. Data Eng., 2014
IEEE Trans. Knowl. Data Eng., 2014
Uncertain One-Class Learning and Concept Summarization Learning on Uncertain Data Streams.
IEEE Trans. Knowl. Data Eng., 2014
IEEE Trans. Knowl. Data Eng., 2014
ACM Trans. Intell. Syst. Technol., 2014
Trans. Data Priv., 2014
IEEE ACM Trans. Comput. Biol. Bioinform., 2014
Stat. Anal. Data Min., 2014
Stat. Anal. Data Min., 2014
An efficient orientation distance-based discriminative feature extraction method for multi-classification.
Knowl. Inf. Syst., 2014
Protect You More Than Blank: Anti-Learning Sensitive User Information in the Social Networks.
J. Comput. Sci. Technol., 2014
CoRR, 2014
Comparison and Selection of objective Functions in multiobjective Community Detection.
Comput. Intell., 2014
BMC Bioinform., 2014
Proceedings of the 23rd International World Wide Web Conference, 2014
Proceedings of the Seventh ACM International Conference on Web Search and Data Mining, 2014
Proceedings of the Seventh ACM International Conference on Web Search and Data Mining, 2014
Proceedings of the Web-Age Information Management - 15th International Conference, 2014
Proceedings of the 2014 SIAM International Conference on Data Mining, 2014
Proceedings of the 2014 SIAM International Conference on Data Mining, 2014
Proceedings of the 2014 SIAM International Conference on Data Mining, 2014
Proceedings of the 2014 SIAM International Conference on Data Mining, 2014
DuSK: A Dual Structure-preserving Kernel for Supervised Tensor Learning with Applications to Neuroimages.
Proceedings of the 2014 SIAM International Conference on Data Mining, 2014
Proceedings of the MultiMedia Modeling - 20th Anniversary International Conference, 2014
Proceedings of the IEEE 15th International Conference on Mobile Data Management, 2014
Proceedings of the IEEE 15th International Conference on Mobile Data Management, 2014
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014
Class-distribution regularized consensus maximization for alleviating overfitting in model combination.
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
Coupled fuzzy k-nearest neighbors classification of imbalanced non-IID categorical data.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
Learning the Consistent Behavior of Common Users for Target Node Prediction across Social Networks.
Proceedings of the 31th International Conference on Machine Learning, 2014
Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014
Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014
Collective Prediction of Multiple Types of Links in Heterogeneous Information Networks.
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014
Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014
Proceedings of the International Conference on Data Science and Advanced Analytics, 2014
Storage efficient graph search by composite dynamic-and-static indexing of a single network.
Proceedings of the International Conference on Data Science and Advanced Analytics, 2014
Proceedings of the International Conference on Data Science and Advanced Analytics, 2014
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014
Transferring influence: Supervised learning for efficient influence maximization across networks.
Proceedings of the 10th IEEE International Conference on Collaborative Computing: Networking, 2014
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014
Ranking-based Clustering on General Heterogeneous Information Networks by Network Projection.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014
Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014
Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2014
Proceedings of the Web Technologies and Applications - 16th Asia-Pacific Web Conference, 2014
Proceedings of the Data Classification: Algorithms and Applications, 2014
2013
IEEE Trans. Knowl. Data Eng., 2013
IEEE Trans. Knowl. Data Eng., 2013
IEEE Trans. Knowl. Data Eng., 2013
PathSelClus: Integrating Meta-Path Selection with User-Guided Object Clustering in Heterogeneous Information Networks.
ACM Trans. Knowl. Discov. Data, 2013
CoRR, 2013
Latent Networks Fusion based Model for Event Recommendation in Offline Ephemeral Social Networks.
CoRR, 2013
Appl. Intell., 2013
Proceedings of the 22nd International World Wide Web Conference, 2013
LaFT-tree: perceiving the expansion trace of one's circle of friends in online social networks.
Proceedings of the Sixth ACM International Conference on Web Search and Data Mining, 2013
Proceedings of the Web-Age Information Management - 14th International Conference, 2013
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013
Learning latent friendship propagation networks with interest awareness for link prediction.
Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013
Proceedings of the 13th SIAM International Conference on Data Mining, 2013
Proceedings of the 13th SIAM International Conference on Data Mining, 2013
Proceedings of the 13th SIAM International Conference on Data Mining, 2013
Proceedings of the 13th SIAM International Conference on Data Mining, 2013
Proceedings of the 13th SIAM International Conference on Data Mining, 2013
Proceedings of the 13th SIAM International Conference on Data Mining, 2013
Efficient Selection of Globally Optimal Rules on Large Imbalanced Data Based on Rule Coverage Relationship Analysis.
Proceedings of the 13th SIAM International Conference on Data Mining, 2013
Proceedings of the 13th SIAM International Conference on Data Mining, 2013
Proceedings of the 13th SIAM International Conference on Data Mining, 2013
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2013
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2013
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2013
Proceedings of the 2013 IEEE 14th International Conference on Mobile Data Management, Milan, Italy, June 3-6, 2013, 2013
Proceedings of the 2013 IEEE 14th International Conference on Mobile Data Management, Milan, Italy, June 3-6, 2013, 2013
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013
LAFT-Explorer: inferring, visualizing and predicting how your social network expands.
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013
Multi-label classification by mining label and instance correlations from heterogeneous information networks.
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013
Empirical Evaluation of Profile Characteristics for Gender Classification on Twitter.
Proceedings of the 12th International Conference on Machine Learning and Applications, 2013
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013
Proceedings of the 29th IEEE International Conference on Data Engineering, 2013
Proceedings of the 29th IEEE International Conference on Data Engineering, 2013
Proceedings of the IEEE International Conference on Computer Vision, 2013
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013
Proceedings of the 9th IEEE International Conference on Collaborative Computing: Networking, 2013
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013
An effective latent networks fusion based model for event recommendation in offline ephemeral social networks.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013
Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013
Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013
Proceedings of the Managing and Mining Sensor Data, 2013
Efficient Direct Mining of Selective Discriminative Patterns for Classification.
Proceedings of the Contrast Data Mining: Concepts, Algorithms, and Applications, 2013
2012
World Wide Web, 2012
Trans. Large Scale Data Knowl. Centered Syst., 2012
ACM Trans. Intell. Syst. Technol., 2012
Mobile Systems Privacy: 'MobiPriv' A Robust System for Snapshot or Continuous Querying Location Based Mobile Systems.
Trans. Data Priv., 2012
Mining Knowledge from Interconnected Data: A Heterogeneous Information Network Analysis Approach.
Proc. VLDB Endow., 2012
Knowl. Inf. Syst., 2012
J. Zhejiang Univ. Sci. C, 2012
Inf. Retr., 2012
Efficient algorithms for mining maximal high utility itemsets from data streams with different models.
Expert Syst. Appl., 2012
Guest editorial: special issue on data mining technologies for computational social science.
Data Min. Knowl. Discov., 2012
Latency Bounding by Trading off Consistency in NoSQL Store: A Staging and Stepwise Approach
CoRR, 2012
CoRR, 2012
Proceedings of the 21st World Wide Web Conference, 2012
Proceedings of the 21st World Wide Web Conference 2012, 2012
An Iterative and Re-weighting Framework for Rejection and Uncertainty Resolution in Crowdsourcing.
Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012
Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012
Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012
Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012
Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012
Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012
Proceedings of the 13th IEEE International Conference on Mobile Data Management, 2012
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012
Integrating meta-path selection with user-guided object clustering in heterogeneous information networks.
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012
Proceedings of the 12th IEEE International Conference on Data Mining, 2012
Proceedings of the 12th IEEE International Conference on Data Mining, 2012
Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012
Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012
Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012
Proceedings of the 2012 IEEE International Conference on Granular Computing, 2012
Proceedings of the 15th International Conference on Extending Database Technology, 2012
Limiting link disclosure in social network analysis through subgraph-wise perturbation.
Proceedings of the 15th International Conference on Extending Database Technology, 2012
Proceedings of the 15th International Conference on Extending Database Technology, 2012
Proceedings of the Database Systems for Advanced Applications, 2012
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012
Proceedings of the ACM International Conference on Bioinformatics, 2012
Springer, ISBN: 978-1-4471-2968-4, 2012
2011
Maximizing bichromatic reverse nearest neighbor for L p -norm in two- and three-dimensional spaces.
VLDB J., 2011
Efficient Relevance Feedback for Content-Based Image Retrieval by Mining User Navigation Patterns.
IEEE Trans. Knowl. Data Eng., 2011
Mining Cluster-Based Temporal Mobile Sequential Patterns in Location-Based Service Environments.
IEEE Trans. Knowl. Data Eng., 2011
ACM Trans. Knowl. Discov. Data, 2011
PathSim: Meta Path-Based Top-K Similarity Search in Heterogeneous Information Networks.
Proc. VLDB Endow., 2011
Proc. VLDB Endow., 2011
Knowl. Inf. Syst., 2011
Int. J. Data Min. Bioinform., 2011
Proceedings of the Eleventh SIAM International Conference on Data Mining, 2011
Proceedings of the Eleventh SIAM International Conference on Data Mining, 2011
Proceedings of the Eleventh SIAM International Conference on Data Mining, 2011
Proceedings of the Eleventh SIAM International Conference on Data Mining, 2011
Proceedings of the Eleventh SIAM International Conference on Data Mining, 2011
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011
Proceedings of the New Frontiers in Applied Data Mining, 2011
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011
Proceedings of the Foundations of Intelligent Systems - 19th International Symposium, 2011
Proceedings of the 2011 International Conference on High Performance Computing & Simulation, 2011
Proceedings of the 11th IEEE International Conference on Data Mining, 2011
Proceedings of the 11th IEEE International Conference on Data Mining, 2011
Proceedings of the 11th IEEE International Conference on Data Mining, 2011
Proceedings of the 11th IEEE International Conference on Data Mining, 2011
Proceedings of the 11th IEEE International Conference on Data Mining, 2011
Proceedings of the 11th IEEE International Conference on Data Mining, 2011
Proceedings of the 27th International Conference on Data Engineering, 2011
Proceedings of the 27th International Conference on Data Engineering, 2011
Proceedings of the 19th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2011
Proceedings of the Database Systems for Advanced Applications, 2011
Proceedings of the Database Systems for Advanced Applications, 2011
Proceedings of the Database Systems for Advanced Applications, 2011
Proceedings of the 7th International Conference on Collaborative Computing: Networking, 2011
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011
Proceedings of the Web Technologies and Applications - 13th Asia-Pacific Web Conference, 2011
2010
Proceedings of the Data Mining and Knowledge Discovery Handbook, 2nd ed., 2010
VLDB J., 2010
ACM Trans. Web, 2010
IEEE Trans. Knowl. Data Eng., 2010
ACM Trans. Knowl. Discov. Data, 2010
Stat. Anal. Data Min., 2010
IEEE Internet Comput., 2010
IEEE Intell. Syst., 2010
ACM Comput. Surv., 2010
A motion-aware safe period-based framework for spatial alarm processing.
Comput. Syst. Sci. Eng., 2010
Proceedings of the IEEE 6th International Conference on Wireless and Mobile Computing, 2010
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2010
Proceedings of the SIAM International Conference on Data Mining, 2010
Proceedings of the SIAM International Conference on Data Mining, 2010
Proceedings of the SIAM International Conference on Data Mining, 2010
Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2010
Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010
k-Support anonymity based on pseudo taxonomy for outsourcing of frequent itemset mining.
Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010
Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010
Detecting abnormal coupled sequences and sequence changes in group-based manipulative trading behaviors.
Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010
Evidence-based medicine, the essential role of systematic reviews, and the need for automated text mining tools.
Proceedings of the ACM International Health Informatics Symposium, 2010
Pocket Data Mining: Towards Collaborative Data Mining in Mobile Computing Environments.
Proceedings of the 22nd IEEE International Conference on Tools with Artificial Intelligence, 2010
Proceedings of the ICDM 2010, 2010
Proceedings of the ICDM 2010, 2010
Proceedings of the ICDM 2010, 2010
Proceedings of the ICDM 2010, 2010
Proceedings of the ICDMW 2010, 2010
Proceedings of the ICDM 2010, 2010
Proceedings of the ICDMW 2010, 2010
Proceedings of the ICDM 2010, 2010
Proceedings of the Database Systems for Advanced Applications, 2010
Proceedings of the Database Systems for Advanced Applications, 2010
Global privacy and transportation mode homogeneity anonymization in location based mobile systems with continuous queries.
Proceedings of the 6th International Conference on Collaborative Computing: Networking, 2010
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010
Orientation distance-based discriminative feature extraction for multi-class classification.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010
Proceedings of the Link Mining: Models, Algorithms, and Applications, 2010
Proceedings of the Link Mining: Models, Algorithms, and Applications, 2010
Proceedings of the Link Mining: Models, Algorithms, and Applications, 2010
Proximity Tracking on Dynamic Bipartite Graphs: Problem Definitions and Fast Solutions.
Proceedings of the Link Mining: Models, Algorithms, and Applications, 2010
Proceedings of the Link Mining: Models, Algorithms, and Applications, 2010
Proceedings of the Link Mining: Models, Algorithms, and Applications, 2010
Proceedings of the Link Mining: Models, Algorithms, and Applications, 2010
2009
Proceedings of the Encyclopedia of Database Systems, 2009
IEEE Trans. Knowl. Data Eng., 2009
ACM Trans. Knowl. Discov. Data, 2009
Introduction to special issue on social computing, behavioral modeling, and prediction.
ACM Trans. Knowl. Discov. Data, 2009
Proc. VLDB Endow., 2009
Proc. VLDB Endow., 2009
G-SESAME: web tools for GO-term-based gene similarity analysis and knowledge discovery.
Nucleic Acids Res., 2009
Knowl. Inf. Syst., 2009
Knowl. Inf. Syst., 2009
J. Medical Syst., 2009
IEEE Intell. Informatics Bull., 2009
Proceedings of the 2009 IEEE Conference on Commerce and Enterprise Computing, 2009
Proceedings of the SIAM International Conference on Data Mining, 2009
Proceedings of the SIAM International Conference on Data Mining, 2009
Proceedings of the SIAM International Conference on Data Mining, 2009
Proceedings of the IJCAI 2009, 2009
Efficient Incremental Mining of Qualified Web Traversal Patterns without Scanning Original Databases.
Proceedings of the ICDM Workshops 2009, 2009
Proceedings of the ICDM Workshops 2009, 2009
Proceedings of the 25th International Conference on Data Engineering, 2009
Proceedings of the 25th International Conference on Data Engineering, 2009
Proceedings of the 25th International Conference on Data Engineering, 2009
Proceedings of the 29th IEEE International Conference on Distributed Computing Systems (ICDCS 2009), 2009
PROUD: a probabilistic approach to processing similarity queries over uncertain data streams.
Proceedings of the EDBT 2009, 2009
2008
Proceedings of the Soft Computing for Knowledge Discovery and Data Mining, 2008
Proceedings of the Privacy-Preserving Data Mining - Models and Algorithms, 2008
Proceedings of the Privacy-Preserving Data Mining - Models and Algorithms, 2008
Proceedings of the Privacy-Preserving Data Mining - Models and Algorithms, 2008
Proceedings of the Handbook of Database Security - Applications and Trends, 2008
IEEE Trans. Parallel Distributed Syst., 2008
ACM Trans. Storage, 2008
ACM Trans. Database Syst., 2008
IEEE Trans. Knowl. Data Eng., 2008
ACM Trans. Knowl. Discov. Data, 2008
Stat. Anal. Data Min., 2008
LeeWave: level-wise distribution of wavelet coefficients for processing <i>k</i>NN queries over distributed streams.
Proc. VLDB Endow., 2008
IEEE Internet Comput., 2008
Data Min. Knowl. Discov., 2008