Dejing Dou

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Meta Hierarchical Reinforced Learning to Rank for Recommendation: A Comprehensive Study in MOOCs.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

AutoMS: Automatic Model Selection for Novelty Detection with Error Rate Control.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Generative Time Series Forecasting with Diffusion, Denoise, and Disentanglement.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

RGL: A Simple yet Effective Relation Graph Augmented Prompt-based Tuning Approach for Few-Shot Learning.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

MUSCLE: Multi-task Self-supervised Continual Learning to Pre-train Deep Models for X-Ray Images of Multiple Body Parts.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Building Post-layout Performance Model of Analog/RF Circuits by Fine-tuning Technique.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Symposium on Quality Electronic Design, 2022

Learning Moving-Object Tracking with FMCW LiDAR.

[BibT_eX]

[DOI]

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

Time-aware Neural Trip Planning Reinforced by Human Mobility.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2022

FedDUAP: Federated Learning with Dynamic Update and Adaptive Pruning Using Shared Data on the Server.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

FedHiSyn: A Hierarchical Synchronous Federated Learning Framework for Resource and Data Heterogeneity.

[BibT_eX]

[DOI]

Proceedings of the 51st International Conference on Parallel Processing, 2022

Accelerated Federated Learning with Decoupled Adaptive Optimization.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

Federated Fingerprint Learning with Heterogeneous Architectures.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2022

Parameter-Free Style Projection for Arbitrary Image Style Transfer.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

Simplified Graph Learning for Inductive Short Text Classification.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

ClinicalT5: A Generative Language Model for Clinical Text.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Towards Table-to-Text Generation with Pretrained Language Model: A Table Structure Understanding and Text Deliberating Approach.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Efficient Device Scheduling with Multi-Job Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

GeomGCL: Geometric Graph Contrastive Learning for Molecular Property Prediction.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

COMO: Efficient Deep Neural Networks Expansion With COnvolutional MaxOut.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2021

Sampling Sparse Representations with Randomized Measurement Langevin Dynamics.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2021

"In-Network Ensemble": Deep Ensemble Learning with Diversified Knowledge Distillation.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2021

An Empirical Study on the Relation Between Network Interpretability and Adversarial Robustness.

[BibT_eX]

[DOI]

SN Comput. Sci., 2021

AgFlow: fast model selection of penalized PCA via implicit regularization effects of gradient flow.

[BibT_eX]

[DOI]

Mach. Learn., 2021

SenseMag: Enabling Low-Cost Traffic Monitoring Using Noninvasive Magnetic Sensing.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2021

Improving Adversarial Robustness via Attention and Adversarial Logit Pairing.

[BibT_eX]

[DOI]

Frontiers Artif. Intell., 2021

HeterPS: Distributed Deep Learning With Reinforcement Learning Based Scheduling in Heterogeneous Environments.

[BibT_eX]

[DOI]

CoRR, 2021

Generalized Data Weighting via Class-level Gradient Manipulation.

[BibT_eX]

[DOI]

CoRR, 2021

SenseMag: Enabling Low-Cost Traffic Monitoring using Non-invasive Magnetic Sensing.

[BibT_eX]

[DOI]

CoRR, 2021

Property-aware Adaptive Relation Networks for Molecular Property Prediction.

[BibT_eX]

[DOI]

Yaqing Wang

Abulikemu Abuduweili

CoRR, 2021

Robust Matrix Factorization with Grouping Effect.

[BibT_eX]

[DOI]

CoRR, 2021

Practical Assessment of Generalization Performance Robustness for Deep Networks via Contrastive Examples.

[BibT_eX]

[DOI]

CoRR, 2021

BM-NAS: Bilevel Multimodal Neural Architecture Search.

[BibT_eX]

[DOI]

CoRR, 2021

Cross-lingual Entity Alignment with Adversarial Kernel Embedding and Adversarial Knowledge Translation.

[BibT_eX]

[DOI]

CoRR, 2021

SMILE: Self-Distilled MIxup for Efficient Transfer LEarning.

[BibT_eX]

[DOI]

CoRR, 2021

Interpretable Deep Learning: Interpretations, Interpretability, Trustworthiness, and Beyond.

[BibT_eX]

[DOI]

CoRR, 2021

Intelligent Electric Vehicle Charging Recommendation Based on Multi-Agent Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the WWW '21: The Web Conference 2021, 2021

Predicting Patient Readmission Risk from Medical Text via Knowledge Graph Enhanced Multiview Graph Convolution.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

AutoGFS: Automated Group-based Feature Selection via Interactive Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 2021 SIAM International Conference on Data Mining, 2021

Validating the Lottery Ticket Hypothesis with Inertial Manifold Theory.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Property-Aware Relation Networks for Few-Shot Molecular Property Prediction.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Generalized DataWeighting via Class-Level Gradient Manipulation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Noise Stability Regularization for Improving BERT Fine-tuning.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

JIZHI: A Fast and Cost-Effective Model-As-A-Service System for Web-Scale Online Inference at Baidu.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Structure-aware Interactive Graph Neural Networks for the Prediction of Protein-Ligand Binding Affinity.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

MugRep: A Multi-Task Hierarchical Graph Representation Learning Framework for Real Estate Appraisal.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Expressive 1-Lipschitz Neural Networks for Robust Multiple Graph Learning against Adversarial Attacks.

[BibT_eX]

[DOI]

Proceedings of the 38th International Conference on Machine Learning, 2021

Integrated Defense for Resilient Graph Matching.

[BibT_eX]

[DOI]

Proceedings of the 38th International Conference on Machine Learning, 2021

An Investigation of Containment Measure Implementation and Public Responses to the COVID-19 Pandemic in Mainland China.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Digital Health, 2021

Semi-Supervised Active Learning with Temporal Output Discrepancy.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Elastic Deep Learning Using Knowledge Distillation with Heterogeneous Computing Resources.

[BibT_eX]

[DOI]

Proceedings of the Euro-Par 2021: Parallel Processing Workshops, 2021

Adversarial Attack against Cross-lingual Knowledge Graph Alignment.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Hierarchical Heterogeneous Graph Representation Learning for Short Text Classification.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Parameter-Efficient Domain Knowledge Integration from Multiple Sources for Biomedical Pre-trained Language Models.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Semantic Oppositeness Assisted Deep Contextual Modeling for Automatic Rumor Detection in Social Networks.

[BibT_eX]

[DOI]

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

ArtFlow: Unbiased Image Style Transfer via Reversible Neural Flows.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Adaptive Consistency Regularization for Semi-Supervised Transfer Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Social and Motivational Factors for the Spread of Physical Activities in a Health Social Network.

[BibT_eX]

[DOI]

Proceedings of the Computational Data and Social Networks - 10th International Conference, 2021

CHASE: Commonsense-Enriched Advertising on Search Engine with Explicit Knowledge.

[BibT_eX]

[DOI]

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Textual Data Augmentation for Patient Outcomes Prediction.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

Out-of-Town Recommendation with Travel Intention Modeling.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

C-Watcher: A Framework for Early Detection of High-Risk Neighborhoods Ahead of COVID-19 Outbreak.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Community-Aware Multi-Task Transportation Demand Prediction.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Joint Air Quality and Weather Prediction Based on Multi-Adversarial Spatiotemporal Networks.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Temporal Relational Modeling with Self-Supervision for Action Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

An Overview of Utilizing Knowledge Bases in Neural Networks for Question Answering.

[BibT_eX]

[DOI]

Sabin Kafle

Inf. Syst. Frontiers, 2020

Distance-aware Molecule Graph Attention Network for Drug-Target Binding Affinity Prediction.

[BibT_eX]

[DOI]

CoRR, 2020

Towards Accurate Knowledge Transfer via Target-awareness Representation Disentanglement.

[BibT_eX]

[DOI]

CoRR, 2020

Measuring Information Transfer in Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2020

XMixup: Efficient Transfer Learning with Auxiliary Samples by Cross-domain Mixup.

[BibT_eX]

[DOI]

CoRR, 2020

Representation Transfer by Optimal Transport.

[BibT_eX]

[DOI]

CoRR, 2020

Cross-Task Transfer for Multimodal Aerial Scene Recognition.

[BibT_eX]

[DOI]

CoRR, 2020

Ambient Sound Helps: Audiovisual Crowd Counting in Extreme Conditions.

[BibT_eX]

[DOI]

CoRR, 2020

Parameter-Free Style Projection for Arbitrary Style Transfer.

[BibT_eX]

[DOI]

CoRR, 2020

Label-guided Learning for Text Classification.

[BibT_eX]

[DOI]

CoRR, 2020

Curriculum Audiovisual Learning.

[BibT_eX]

[DOI]

CoRR, 2020

Adversarial Attacks on Deep Graph Matching.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Discriminative Sounding Objects Localization via Self-supervised Audiovisual Matching.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Ontology-based Interpretable Machine Learning for Textual Data.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Generating Person Images with Appearance-aware Pose Stylizer.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Scalable Differential Privacy with Certified Robustness in Adversarial Learning.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

RIFLE: Backpropagation in Depth for Deep Transfer Learning through Re-Initializing the Fully-connected LayEr.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

Pay Attention to Features, Transfer Learn Faster CNNs.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Learning Representations, 2020

Rethinking Local Community Detection: Query Nodes Replacement.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

Robust Meta Network Embedding against Adversarial Attacks.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

Improving Aspect-based Sentiment Analysis with Gated Graph Convolutional Networks and Syntax-based Regulation.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Introducing Syntactic Structures into Target Opinion Word Extraction with Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Cross-Task Transfer for Geotagged Audiovisual Aerial Scene Recognition.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

Exploiting Node Content for Multiview Graph Convolutional Network and Adversarial Regularization.

[BibT_eX]

[DOI]

Proceedings of the 28th International Conference on Computational Linguistics, 2020

Neighbours Matter: Image Captioning with Similar Images.

[BibT_eX]

[DOI]

Proceedings of the 31st British Machine Vision Conference 2020, 2020

Unsupervised Multiple Network Alignment with Multinominal GAN and Variational Inference.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

An Investigation of Containment Measures Against the COVID-19 Pandemic in Mainland China.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

Quasi-optimal Data Placement for Secure Multi-tenant Data Federation on the Cloud.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

Exploiting the Syntax-Model Consistency for Neural Relation Extraction.

[BibT_eX]

[DOI]

Franck Dernoncourt

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Learning Conceptual-Contextual Embeddings for Medical Text.

[BibT_eX]

[DOI]

Xiao Zhang

Ji Wu

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Multi-View Consistency for Relation Extraction via Mutual Information and Structure Prediction.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

A Joint Model for Definition Extraction with Syntactic Connection and Semantic Consistency.

[BibT_eX]

[DOI]

Franck Dernoncourt

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Searching for Stage-wise Neural Graphs In the Limit.

[BibT_eX]

[DOI]

Xin Zhou

Boyang Li

CoRR, 2019

Does Interpretability of Neural Networks Imply Adversarial Robustness?

[BibT_eX]

[DOI]

CoRR, 2019

NormLime: A New Feature Importance Metric for Explaining Deep Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2019

Learning Conceptual-Contexual Embeddings for Medical Text.

[BibT_eX]

[DOI]

Xiao Zhang

Ji Wu

CoRR, 2019

Preserving Differential Privacy in Adversarial Learning with Provable Robustness.

[BibT_eX]

[DOI]

CoRR, 2019

Logic Rules Powered Knowledge Graph Embedding.

[BibT_eX]

[DOI]

CoRR, 2019

An Ensemble Deep Learning Model for Drug Abuse Detection in Sparse Twitter-Sphere.

[BibT_eX]

[DOI]

Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019

Improving Cross-Domain Performance for Relation Extraction via Dependency Prediction and Information Flow Control.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Heterogeneous Gaussian Mechanism: Preserving Differential Privacy in Deep Learning with Provable Robustness.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Dual Adversarial Learning Based Network Alignment.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

DrugTracker: A Community-focused Drug Abuse Monitoring and Supporting System using Social Media and Geospatial Data (Demo Paper).

[BibT_eX]

[DOI]

Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2019

Semantic Oppositeness Embedding Using an Autoencoder-Based Learning Model.

[BibT_eX]

[DOI]

Proceedings of the Database and Expert Systems Applications, 2019

Semi-supervised Classification-based Local Vertex Ranking via Dual Generative Adversarial Nets.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Integrating Local Vertex/Edge Embedding via Deep Matrix Fusion and Siamese Multi-label Classification.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Learning Electronic Health Records through Hyperbolic Embedding of Medical Ontologies.

[BibT_eX]

[DOI]

Proceedings of the 10th ACM International Conference on Bioinformatics, 2019

Rumor detection in social networks via deep contextual modeling.

[BibT_eX]

[DOI]

My T. Thai

Proceedings of the ASONAM '19: International Conference on Advances in Social Networks Analysis and Mining, 2019

Delta Embedding Learning.

[BibT_eX]

[DOI]

Xiao Zhang

Ji Wu

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Graph based Neural Networks for Event Factuality Prediction using Syntactic and Semantic Structures.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

Concept and Attention-Based CNN for Question Retrieval in Multi-View Learning.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2018

Recursive Structure Similarity: A Novel Algorithm for Graph Clustering.

[BibT_eX]

[DOI]

Proceedings of the IEEE 30th International Conference on Tools with Artificial Intelligence, 2018

Density-Adaptive Local Edge Representation Learning with Generative Adversarial Network Multi-label Edge Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2018

On Adversarial Examples for Character-Level Neural Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the 27th International Conference on Computational Linguistics, 2018

Density-aware Local Siamese Autoencoder Network Embedding with Autoencoder Graph Clustering.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

HotFlip: White-Box Adversarial Examples for Text Classification.

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017

Preserving differential privacy in convolutional deep belief networks.

[BibT_eX]

[DOI]

NhatHai Phan

Xintao Wu

Mach. Learn., 2017

Online Reasoning for Semantic Error Detection in Text.

[BibT_eX]

[DOI]

J. Data Semant., 2017

Ontology-based deep learning for human behavior prediction with explanations in health social networks.

[BibT_eX]

[DOI]

Inf. Sci., 2017

HotFlip: White-Box Adversarial Examples for NLP.

[BibT_eX]

[DOI]

CoRR, 2017

Time-Sensitive Behavior Prediction in a Health Social Network.

[BibT_eX]

[DOI]

Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017

Adaptive Laplace Mechanism: Differential Privacy Preservation in Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

Semantics-oriented data science and computational life sciences: Innovative application of semantic technologies in microRNA and lncRNA research.

[BibT_eX]

[DOI]

Proceedings of the 7th IEEE International Conference on Computational Advances in Bio and Medical Sciences, 2017

A Temporal Attentional Model for Rumor Stance Classification.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Discovering Inconsistencies in PubMed Abstracts through Ontology-Based Information Extraction.

[BibT_eX]

[DOI]

Jingshan Huang

Proceedings of the 8th ACM International Conference on Bioinformatics, 2017

2016

Ontology Matching with Knowledge Rules.

[BibT_eX]

[DOI]

Trans. Large Scale Data Knowl. Centered Syst., 2016

Topic-Aware Physical Activity Propagation with Temporal Dynamics in a Health Social Network.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2016

A deep learning approach for human behavior prediction with explanations in health social networks: social restricted Boltzmann machine (SRBM+).

[BibT_eX]

[DOI]

Soc. Netw. Anal. Min., 2016

Dynamic socialized Gaussian process models for human behavior prediction in a health social network.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2016

A hybrid ontology-based information extraction system.

[BibT_eX]

[DOI]

J. Inf. Sci., 2016

The development of non-coding RNA ontology.

[BibT_eX]

[DOI]

Int. J. Data Min. Bioinform., 2016

Topic-Aware Physical Activity Propagation in a Health Social Network.

[BibT_eX]

[DOI]

IEEE Intell. Syst., 2016

OmniSearch: a semantic search system based on the Ontology for MIcroRNA Target (OMIT) for microRNA-target gene interaction data.

[BibT_eX]

[DOI]

J. Biomed. Semant., 2016

The Non-Coding RNA Ontology (NCRO): a comprehensive resource for the unification of non-coding RNA biology.

[BibT_eX]

[DOI]

J. Biomed. Semant., 2016

Interaction Network Representations for Human Behavior Prediction.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE International Conference on Machine Learning and Applications, 2016

Weakly Supervised Tweet Stance Classification by Relational Bootstrapping.

[BibT_eX]

[DOI]

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Characterizing Physical Activity in a Health Social Network.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Digital Health Conference, 2016

Ontology-Based Deep Restricted Boltzmann Machine.

[BibT_eX]

[DOI]

Hao Wang

Proceedings of the Database and Expert Systems Applications, 2016

A Heterogeneous Clustering Approach for Human Activity Recognition.

[BibT_eX]

[DOI]

Sabin Kafle

Proceedings of the Big Data Analytics and Knowledge Discovery, 2016

A Joint Sentiment-Target-Stance Model for Stance Classification in Tweets.

[BibT_eX]

[DOI]

Proceedings of the COLING 2016, 2016

Personalized Semantic Word Vectors.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

A comprehensive (biological and computational) investigation on the role of microRNA: : mRNA regulations performed in chronic obstructive pulmonary disease and lung cancer.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016

Differential Privacy Preservation for Deep Auto-Encoders: an Application of Human Behavior Prediction.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

A Probabilistic Approach to Knowledge Translation.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

Analysis and Prediction of User Editing Patterns in Ontology Development Projects.

[BibT_eX]

[DOI]

J. Data Semant., 2015

Special Issue on: Twelfth International Conference on Ontologies, Databases, and Applications of Semantics.

[BibT_eX]

[DOI]

Pieter De Leenheer

J. Data Semant., 2015

Semantic data mining: A survey of ontology-based approaches.

[BibT_eX]

[DOI]

Hao Wang

Proceedings of the 9th IEEE International Conference on Semantic Computing, 2015

Chain Based RNN for Relation Classification.

[BibT_eX]

[DOI]

Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015

Mining Strongly Correlated Intervals with Hypergraphs.

[BibT_eX]

[DOI]

Proceedings of the Database and Expert Systems Applications, 2015

Ontology Matching with Knowledge Rules.

[BibT_eX]

[DOI]

Proceedings of the Database and Expert Systems Applications, 2015

A semantic approach for knowledge capture of MIcroRNA-Target gene interactions.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015

A domain ontology for the Non-Coding RNA field.

[BibT_eX]

[DOI]

Michael T. Zimmermann

Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015

Ontology-based deep learning for human behavior prediction in health social networks.

[BibT_eX]

[DOI]

Proceedings of the 6th ACM Conference on Bioinformatics, 2015

Social Restricted Boltzmann Machine: Human Behavior Prediction in Health Social Networks.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015

2014

Online Reasoning for Ontology-Based Error Detection in Text.

[BibT_eX]

[DOI]

Proceedings of the On the Move to Meaningful Internet Systems: OTM 2014 Conferences, 2014

Analysis of Physical Activity Propagation in a Health Social Network.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

2013

Analysis of User Editing Patterns in Ontology Development Projects.

[BibT_eX]

[DOI]

Proceedings of the On the Move to Meaningful Internet Systems: OTM 2013 Conferences, 2013

ODBASE 2013 PC Co-Chairs Message.

[BibT_eX]

[DOI]

Pieter De Leenheer

Proceedings of the On the Move to Meaningful Internet Systems: OTM 2013 Workshops, 2013

Mining Biomedical Ontologies and Data Using RDF Hypergraphs.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Machine Learning and Applications, 2013

Hybrid Ontology-Based Information Extraction for Automated Text Grading.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Machine Learning and Applications, 2013

2012

Breaking the Deadlock: Simultaneously Discovering Attribute Matching and Cluster Matching with Multi-Objective Metaheuristics.

[BibT_eX]

[DOI]

Hao Wang

J. Data Semant., 2012

Sharing and integration of cognitive neuroscience data: Metric and pattern matching across heterogeneous ERP datasets.

[BibT_eX]

[DOI]

Neurocomputing, 2012

Using Markov Logic to Refine an Automatically Extracted Knowledge Base.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Workshop on Statistical Relational AI (StaRAI-12), 2012

Evaluating Ontology Matchers Using Arbitrary Ontologies and Human Generated Heterogeneities.

[BibT_eX]

[DOI]

Nafisa Afrin Chowdhury

Proceedings of the On the Move to Meaningful Internet Systems: OTM 2012, 2012

Socialized Gaussian Process Model for Human Behavior Prediction in a Health Social Network.

[BibT_eX]

[DOI]

Yelong Shen

Ruoming Jin

Nafisa Afrin Chowdhury

Junfeng Sun

Brigitte Piniewski

David Kil

Proceedings of the 12th IEEE International Conference on Data Mining, 2012

Learning to Refine an Automatically Extracted Knowledge Base Using Markov Logic.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Data Mining, 2012

Providing grades and feedback for student summaries by ontology-based information extraction.

[BibT_eX]

[DOI]

Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

An ontology-based MicroRNA knowledge sharing and acquisition framework.

[BibT_eX]

[DOI]

Jingshan Huang

Xingyu Lu

William T. Gerthoffer

Jiangbo Dang

Judith A. Blake

Ming Tan

Proceedings of the 2012 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2012

2011

Using ontology databases for scalable query answering, inconsistency detection, and data integration.

[BibT_eX]

[DOI]

J. Intell. Inf. Syst., 2011

Breaking the Deadlock: Simultaneously Discovering Attribute Matching and Cluster Matching with Multi-Objective Simulated Annealing.

[BibT_eX]

[DOI]

Proceedings of the On the Move to Meaningful Internet Systems: OTM 2011, 2011

Using Information Extractors with the Neural ElectroMagnetic Ontologies.

[BibT_eX]

[DOI]

Fernando Gutierrez

Proceedings of the On the Move to Meaningful Internet Systems: OTM 2011 Workshops, 2011

Improving the Accuracy of Ontology Alignment through Ensemble Fuzzy Clustering.

[BibT_eX]

[DOI]

Nafisa Afrin Chowdhury

Proceedings of the On the Move to Meaningful Internet Systems: OTM 2011, 2011

A Hypergraph-based Method for Discovering Semantically Associated Itemsets.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE International Conference on Data Mining, 2011

Calculating Feature Weights in Naive Bayes with Kullback-Leibler Measure.

[BibT_eX]

[DOI]

Chang-Hwan Lee

Fernando Gutierrez

Proceedings of the 11th IEEE International Conference on Data Mining, 2011

Semantic Translation for Rule-Based Knowledge in Data Mining.

[BibT_eX]

[DOI]

Proceedings of the Database and Expert Systems Applications, 2011

2010

Ontology-based information extraction: An introduction and a survey of current approaches.

[BibT_eX]

[DOI]

J. Inf. Sci., 2010

Ontograte: towards Automatic Integration for Relational Databases and the Semantic Web through an Ontology-Based Framework.

[BibT_eX]

[DOI]

Int. J. Semantic Comput., 2010

Ontology-Based Mining of Brainwaves: A Sequence Similarity Technique for Mapping Alternative Features in Event-Related Potentials (ERP) Data.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2010

OMIT: Domain Ontology and Knowledge Acquisition in MicroRNA Target Prediction - (Short Paper).

[BibT_eX]

[DOI]

Proceedings of the On the Move to Meaningful Internet Systems, 2010

Financial Forecasting with Gompertz Multiple Kernel Learning.

[BibT_eX]

[DOI]

Yue Fang

Proceedings of the ICDM 2010, 2010

Ontology-based knowledge discovery and sharing in bioinformatics and medical informatics: A brief survey.

[BibT_eX]

[DOI]

Proceedings of the Seventh International Conference on Fuzzy Systems and Knowledge Discovery, 2010

Components for information extraction: ontology-based information extractors and generic platforms.

[BibT_eX]

[DOI]

Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

NeuMORE: Ontology in stroke recovery.

[BibT_eX]

[DOI]

Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2010

Ontology-based knowledge acquisition for neuromotor functional recovery in stroke.

[BibT_eX]

[DOI]

Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2010

Ontology for MicroRNA Target prediction in human cancer.

[BibT_eX]

[DOI]

Proceedings of the First ACM International Conference on Bioinformatics and Computational Biology, 2010

2009

Detecting Inconsistencies in the Gene Ontology Using Ontology Databases with Not-gadgets.

[BibT_eX]

[DOI]

Douglas G. Howe

Proceedings of the On the Move to Meaningful Internet Systems: OTM 2009, 2009

Using multiple ontologies in information extraction.

[BibT_eX]

[DOI]

Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

2008

Ontology Database: A New Method for Semantic Modeling and an Application to Brainwave Data.

[BibT_eX]

[DOI]

Proceedings of the Scientific and Statistical Database Management, 2008

2007

A Framework to Support Automated Classification and Labeling of Brain Electromagnetic Patterns.

[BibT_eX]

[DOI]

Comput. Intell. Neurosci., 2007

Understanding and Utilizing the Hierarchy of Abnormal BGP Events.

[BibT_eX]

[DOI]

Proceedings of the Seventh SIAM International Conference on Data Mining, 2007

Clustering Zebrafish Genes Based on Frequent-Itemsets and Frequency Levels.

[BibT_eX]

[DOI]

Sridhar Ramachandran

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2007

Discovering Executable Semantic Mappings Between Ontologies.

[BibT_eX]

[DOI]

Proceedings of the On the Move to Meaningful Internet Systems 2007: CoopIS, 2007

Development of NeuroElectroMagnetic ontologies(NEMO): a framework for mining brainwave ontologies.

[BibT_eX]

[DOI]

Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007

On Knowledge-Based Classification of Abnormal BGP Events.

[BibT_eX]

[DOI]

Proceedings of the Information Systems Security, Third International Conference, 2007

A Semi-Automatic Framework for Mining ERP Patterns.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Advanced Information Networking and Applications (AINA 2007), 2007

Constructing a User Preference Ontology for Anti-spam Mail Systems.

[BibT_eX]

[DOI]

Proceedings of the Advances in Artificial Intelligence, 2007

2006

Ontology-based integration for relational databases.

[BibT_eX]

[DOI]

Proceedings of the 2006 ACM Symposium on Applied Computing (SAC), 2006

Integrating Databases into the Semantic Web through an Ontology-Based Framework.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Data Engineering Workshops, 2006

Towards Theory Translation.

[BibT_eX]

[DOI]

Proceedings of the Declarative Agent Languages and Technologies IV, 2006

Deriving axioms across ontologies.

[BibT_eX]

[DOI]

Proceedings of the 5th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2006), 2006

2005

Ontology Translation on the Semantic Web.

[BibT_eX]

[DOI]

Peishen Qi

J. Data Semant., 2005

An internet routing forensics framework for discovering rules of abnormal BGP events.

[BibT_eX]

[DOI]

Comput. Commun. Rev., 2005

Ontology-Based Integration for Relational Data.

[BibT_eX]

[DOI]

Proceedings of the On the Move to Meaningful Internet Systems 2005: OTM 2005 Workshops, 2005

2002

Representing Disjunction and Quantifiers in RDF.

[BibT_eX]

[DOI]