Victor S. Sheng

Ruoyu Xu

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Bridging the Gap between Source Code and Requirements Using GPT (Student Abstract).

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Detecting AI-Generated Code Assignments Using Perplexity of Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

DDViT: Double-Level Fusion Domain Adapter Vision Transformer (Student Abstract).

[BibT_eX]

[DOI]

Linpeng Sun

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Enhancing Transcription Factor Prediction through Multi-Task Learning (Student Abstract).

[BibT_eX]

[DOI]

Liyuan Gao

Matthew Zhang

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Mitigate Gender Bias Using Negative Multi-task Learning.

[BibT_eX]

[DOI]

Liyuan Gao

Huixin Zhan

Neural Process. Lett., December, 2023

Security and privacy issues in blockchain and its applications.

[BibT_eX]

[DOI]

IET Blockchain, December, 2023

A multi-model ensemble learning framework for imbalanced android malware detection.

[BibT_eX]

[DOI]

Expert Syst. Appl., December, 2023

Click is not equal to purchase: multi-task reinforcement learning for multi-behavior recommendation.

[BibT_eX]

[DOI]

World Wide Web (WWW), November, 2023

Feature-Level Deeper Self-Attention Network With Contrastive Learning for Sequential Recommendation.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., October, 2023

Overview of RGBD semantic segmentation based on deep learning.

[BibT_eX]

[DOI]

J. Ambient Intell. Humaniz. Comput., October, 2023

Randomly Wired Graph Neural Network for Chinese NER.

[BibT_eX]

[DOI]

Expert Syst. Appl., October, 2023

Quaternion-based graph convolution network for recommendation.

[BibT_eX]

[DOI]

World Wide Web (WWW), September, 2023

Crowdmeta: Crowdsourcing truth inference with meta-Knowledge transfer.

[BibT_eX]

[DOI]

Sunyue Xu

Pattern Recognit., August, 2023

Edge-enhanced Global Disentangled Graph Neural Network for Sequential Recommendation.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, July, 2023

Multi-dimensional Graph Neural Network for Sequential Recommendation.

[BibT_eX]

[DOI]

Pattern Recognit., July, 2023

Short Text Topic Learning Using Heterogeneous Information Network.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., May, 2023

An effective end-to-end android malware detection method.

[BibT_eX]

[DOI]

Expert Syst. Appl., May, 2023

A New Distributed Log Anomaly Detection Method based on Message Middleware and ATT-GRU.

[BibT_eX]

[DOI]

KSII Trans. Internet Inf. Syst., February, 2023

An effective cost-sensitive sparse online learning framework for imbalanced streaming data classification and its application to online anomaly detection.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., January, 2023

Contrastive Learning Based Graph Convolution Network for Social Recommendation.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2023

STUNNER: Radar Echo Extrapolation Model Based on Spatiotemporal Fusion Neural Network.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

Android malware detection based on multi-head squeeze-and-excitation residual network.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2023

Learning from biased crowdsourced labeling with deep clustering.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2023

Cascaded multi-point regression Network for high-quality generic lesion detection.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2023

A Unified Perspective for Disinformation Detection and Truth Discovery in Social Sensing: A Survey.

[BibT_eX]

[DOI]

Fan Xu

Mingwen Wang

ACM Comput. Surv., 2023

A Modified PointNet-Based DDoS Attack Classification and Segmentation in Blockchain.

[BibT_eX]

[DOI]

Comput. Syst. Sci. Eng., 2023

Meta-optimized Joint Generative and Contrastive Learning for Sequential Recommendation.

[BibT_eX]

[DOI]

CoRR, 2023

RTUNet: Residual transformer UNet specifically for pancreas segmentation.

[BibT_eX]

[DOI]

Biomed. Signal Process. Control., 2023

Meta-optimized Contrastive Learning for Sequential Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Ensemble Modeling with Contrastive Knowledge Distillation for Sequential Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Frequency Enhanced Hybrid Attention Network for Sequential Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

GraBit: A Sequential Model-Based Framework for Smart Contract Vulnerability Detection.

[BibT_eX]

[DOI]

Proceedings of the 34th IEEE International Symposium on Software Reliability Engineering, 2023

Sequential Recommendation with Probabilistic Logical Reasoning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Sample Selection Based on Uncertainty for Combating Label Noise.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 30th International Conference, 2023

Adaptive Clustering-Based Collusion Detection in Crowdsourcing.

[BibT_eX]

[DOI]

Proceedings of the Advanced Intelligent Computing Technology and Applications, 2023

A Self-play and Sentiment-Emphasized Comment Integration Framework Based on Deep Q-Learning in a Crowdsourcing Scenario : Extended Abstract.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Contrastive Enhanced Slide Filter Mixer for Sequential Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Federated Learning of Large Language Models with Parameter-Efficient Prompt Tuning and Adaptive Optimization.

[BibT_eX]

[DOI]

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Defending the Graph Reconstruction Attacks for Simplicial Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE International Conference on Data Science and Advanced Analytics, 2023

Simplex2vec Backward: From Vectors Back to Simplicial Complex.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Neurosymbolic Knowledge Distillation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2023

Explainable Transcription Factor Prediction with Protein Language Models.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

Enhancing Logic Error Detection Through Program Pseudocodes.

[BibT_eX]

[DOI]

Proceedings of the 30th Asia-Pacific Software Engineering Conference, 2023

Privacy-Preserving Representation Learning for Text-Attributed Networks with Simplicial Complexes.

[BibT_eX]

[DOI]

Huixin Zhan

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Measuring the Privacy Leakage via Graph Reconstruction Attacks on Simplicial Neural Networks (Student Abstract).

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Logic Error Localization and Correction with Machine Learning (Student Abstract).

[BibT_eX]

[DOI]

Keyi Lu

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

ACCD: An Adaptive Clustering-Based Collusion Detector in Crowdsourcing (Student Abstract).

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Towards Fair and Selectively Privacy-Preserving Models Using Negative Multi-Task Learning (Student Abstract).

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

A Novel Energy-Efficient, Static Scenario-Oriented Routing Method of Wireless Sensor Network Based on Edge Computing.

[BibT_eX]

[DOI]

Wirel. Commun. Mob. Comput., 2022

A Hybrid Deep Network Framework for Android Malware Detection.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2022

Where to Go Next: A Spatio-Temporal Gated Network for Next POI Recommendation.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2022

A Self-Play and Sentiment-Emphasized Comment Integration Framework Based on Deep Q-Learning in a Crowdsourcing Scenario.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2022

Guest Editorial: Reliability and Security for Intelligent Wireless Sensing and Control Systems.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2022

Study of cross-domain person re-identification based on DCGAN.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2022

A MBGD enhancement method for imbalance smoothing.

[BibT_eX]

[DOI]

Xusheng Ai

Chunhua Li

Multim. Tools Appl., 2022

Cascaded-Hop For DeepFake Videos Detection.

[BibT_eX]

[DOI]

KSII Trans. Internet Inf. Syst., 2022

MSFM: Multi-view Semantic Feature Fusion Model for Chinese Named Entity Recognition.

[BibT_eX]

[DOI]

KSII Trans. Internet Inf. Syst., 2022

Bipartite network embedding with Symmetric Neighborhood Convolution.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2022

Homophily-aware correction framework for crowdsourced labels using heterogeneous information network.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2022

Pancreas Co-segmentation based on dynamic ROI extraction and VGGU-Net.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2022

Image Inpainting Detection Based on High-Pass Filter Attention Network.

[BibT_eX]

[DOI]

Comput. Syst. Sci. Eng., 2022

A New Method of Image Restoration Technology Based on WGAN.

[BibT_eX]

[DOI]

Comput. Syst. Sci. Eng., 2022

Class-attention Video Transformer for Engagement Intensity Prediction.

[BibT_eX]

[DOI]

Xusheng Ai

Chunhua Li

CoRR, 2022

Learnable Model Augmentation Self-Supervised Learning for Sequential Recommendation.

[BibT_eX]

[DOI]

CoRR, 2022

Location-based deep factorization machine model for service recommendation.

[BibT_eX]

[DOI]

Appl. Intell., 2022

Anomaly Detection in Crowdsourced Work with Interval-Valued Labels.

[BibT_eX]

[DOI]

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2022

Towards Explainable Summary of Crowdsourced Reviews Through Text Mining.

[BibT_eX]

[DOI]

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2022

Help from Meta-Path: Node and Meta-Path Contrastive Learning for Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2022

Quaternion-Based Graph Contrastive Learning for Recommendation.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2022

Projection Dual Averaging Based Second-order Online Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2022

A Survey of Deep Learning for Named Entity Recognition in Chinese Social Media.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Security - 8th International Conference, 2022

A Survey of Consensus Mechanism Based on Reputation Model.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Security - 8th International Conference, 2022

IoT Data Blockchain-Based Transaction Model Using Zero-Knowledge Proofs and Proxy Re-encryption.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Security - 8th International Conference, 2022

A Survey of Multi-label Text Classification Based on Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Security - 8th International Conference, 2022

HUSS: A Heuristic Method for Understanding the Semantic Structure of Spreadsheets.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Knowledge Graph, 2022

New Threats to Privacy-preserving Text Representations.

[BibT_eX]

[DOI]

Proceedings of the 55th Hawaii International Conference on System Sciences, 2022

Contrastive Learning with Bidirectional Transformers for Sequential Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Proximal Cost-sensitive Sparse Group Online Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2022

Self-guided Contrastive Learning for Sequential Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Web and Big Data - 6th International Joint Conference, 2022

2021

Photo2Trip: Exploiting Visual Contents in Geo-Tagged Photos for Personalized Tour Recommendation.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2021

Multilevel Identification and Classification Analysis of Tor on Mobile and PC Platforms.

[BibT_eX]

[DOI]

Liangmin Wang

Hantao Mei

IEEE Trans. Ind. Informatics, 2021

Location-Aware Service Recommendations With Privacy-Preservation in the Internet of Things.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Soc. Syst., 2021

Automatic liver segmentation from abdominal CT volumes using improved convolution neural networks.

[BibT_eX]

[DOI]

Multim. Syst., 2021

Adaptive robust local online density estimation for streaming data.

[BibT_eX]

[DOI]

Int. J. Mach. Learn. Cybern., 2021

DV-Net: Accurate liver vessel segmentation via dense connection model with D-BCE loss function.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2021

A review of Chinese named entity recognition.

[BibT_eX]

[DOI]

KSII Trans. Internet Inf. Syst., 2021

SemicNet: a semicircular network for the segmentation of the liver and its lesions.

[BibT_eX]

[DOI]

Int. J. Sens. Networks, 2021

Long- and short-term self-attention network for sequential recommendation.

[BibT_eX]

[DOI]

Neurocomputing, 2021

SCENT: A new precipitation nowcasting method based on sparse correspondence and deep neural network.

[BibT_eX]

[DOI]

Neurocomputing, 2021

Multi-label graph node classification with label attentive neighborhood convolution.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2021

Reinforcement learning-based register renaming policy for simultaneous multithreading CPUs.

[BibT_eX]

[DOI]

Huixin Zhan

Wei-Ming Lin

Expert Syst. Appl., 2021

MLANet: Multi-Layer Anchor-free Network for generic lesion detection.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2021

Multi-Label Active Learning Algorithms for Image Classification: Overview and Future Promise.

[BibT_eX]

[DOI]

Christine Leon Swisher

Zhiming Cui

Pengpeng Zhao

ACM Comput. Surv., 2021

Edge-Enhanced Global Disentangled Graph Neural Network for Sequential Recommendation.

[BibT_eX]

[DOI]

CoRR, 2021

Robust Network Alignment via Attack Signal Scaling and Adversarial Perturbation Elimination.

[BibT_eX]

[DOI]

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

Exploiting Intra and Inter-field Feature Interaction with Self-Attentive Network for CTR Prediction.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems Engineering - WISE 2021, 2021

MGSAN: A Multi-granularity Self-attention Network for Next POI Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems Engineering - WISE 2021, 2021

Estimating crowd-worker's reliability with interval-valued labels to improve the quality of crowdsourced work.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021

SaliencyBERT: Recurrent Attention Network for Target-Oriented Multimodal Sentiment Classification.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Computer Vision - 4th Chinese Conference, 2021

Managing Uncertainty in Crowdsourcing with Interval-Valued Labels.

[BibT_eX]

[DOI]

Proceedings of the Explainable AI and Other Applications of Fuzzy Techniques, 2021

Variational Self-attention Network for Sequential Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

Gated Graph Neural Networks (GG-NNs) for Abstractive Multi-Comment Summarization.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Big Knowledge, 2021

Knowledge Distillation via Weighted Ensemble of Teaching Assistants.

[BibT_eX]

[DOI]

Durga Prasad Ganta

Proceedings of the 2021 IEEE International Conference on Big Knowledge, 2021

CSRDA: Cost-sensitive Regularized Dual Averaging for Handling Imbalanced and High-dimensional Streaming Data.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Big Knowledge, 2021

Considering Interaction Sequence of Historical Items for Conversational Recommender System.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2021

Knowledge-Aware Hypergraph Neural Network for Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2021

Learning Disentangled User Representation Based on Controllable VAE for Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2021

Tell Me Where to Go Next: Improving POI Recommendation via Conversation.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2021

Multi-objective Privacy-preserving Text Representation Learning.

[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

HGATs: hierarchical graph attention networks for multiple comments integration.

[BibT_eX]

[DOI]

Proceedings of the ASONAM '21: International Conference on Advances in Social Networks Analysis and Mining, Virtual Event, The Netherlands, November 8, 2021

K<sup>2</sup>-GNN: Multiple Users' Comments Integration with Probabilistic K-Hop Knowledge Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Asian Conference on Machine Learning, 2021

2020

Loss Functions of Generative Adversarial Networks (GANs): Opportunities and Challenges.

[BibT_eX]

[DOI]

IEEE Trans. Emerg. Top. Comput. Intell., 2020

An optimal model with a lower bound of recall for imbalanced speech emotion recognition.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2020

Near real-time topic-driven rumor detection in source microblogs.

[BibT_eX]

[DOI]

Fan Xu

Mingwen Wang

Knowl. Based Syst., 2020

A real-time typhoon eye detection method based on deep learning for meteorological information forensics.

[BibT_eX]

[DOI]

Liling Zhao

Yifei Chen

J. Real Time Image Process., 2020

A novel privacy-preserving speech recognition framework using bidirectional LSTM.

[BibT_eX]

[DOI]

J. Cloud Comput., 2020

Data-driven pollution source location algorithm in water quality monitoring sensor networks.

[BibT_eX]

[DOI]

Xuesong Yan

Chengyu Hu

Int. J. Bio Inspired Comput., 2020

Multiclass imbalanced learning with one-versus-one decomposition and spectral clustering.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2020

Labelling Training Samples Using Crowdsourcing Annotation for Recommendation.

[BibT_eX]

[DOI]

Complex., 2020

Classification on grade, price, and region with multi-label and multi-target methods in wineinformatics.

[BibT_eX]

[DOI]

Big Data Min. Anal., 2020

Cascade U-ResNets for Simultaneous Liver and Lesion Segmentation.

[BibT_eX]

[DOI]

IEEE Access, 2020

Ensemble Learning With Attention-Integrated Convolutional Recurrent Neural Network for Imbalanced Speech Emotion Recognition.

[BibT_eX]

[DOI]

IEEE Access, 2020

Exploiting Aesthetic Preference in Deep Cross Networks for Cross-domain Recommendation.

[BibT_eX]

[DOI]

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

A Simple Ensemble Learning Knowledge Distillation.

[BibT_eX]

[DOI]

Kun Zhang

Proceedings of the Machine Learning and Artificial Intelligence, 2020

Semi-Supervised Multi-Label Learning from Crowds via Deep Sequential Generative Model.

[BibT_eX]

[DOI]

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Collaborative Self-Attention Network for Session-based Recommendation.

[BibT_eX]

[DOI]

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

The IEEE ICDM 2020 Workshops.

[BibT_eX]

[DOI]

Giuseppe Di Fatta

Alfredo Cuzzocrea

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

A Roadmap to Domain Knowledge Integration in Machine Learning.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Knowledge Graph, 2020

Hierarchical Variational Attention for Sequential Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2020

Cross-Domain Recommendation with Adversarial Examples.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2020

Vector-Level and Bit-Level Feature Adjusted Factorization Machine for Sparse Prediction.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2020

Modeling Periodic Pattern with Self-Attention Network for Sequential Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2020

BeSober: Assisting relapse prevention in Alcohol Addiction using a novel mobile app-based intervention.

[BibT_eX]

[DOI]

Vinay Jayachandra Reddy

Proceedings of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2020

Knowledge Graph Attention Network Enhanced Sequential Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Web and Big Data - 4th International Joint Conference, 2020

Fruited-Forest: A Reachability Querying Method Based on Spanning Tree Modelling of Reduced DAG.

[BibT_eX]

[DOI]

Proceedings of the Web and Big Data - 4th International Joint Conference, 2020

Spatio-Temporal Self-Attention Network for Next POI Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Web and Big Data - 4th International Joint Conference, 2020

Interactive Learning with Proactive Cognition Enhancement for Crowd Workers.

[BibT_eX]

[DOI]

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

2019

Crowdsourced Label Aggregation Using Bilayer Collaborative Clustering.

[BibT_eX]

[DOI]

Jian Wu

IEEE Trans. Neural Networks Learn. Syst., 2019

Ensemble Learning from Crowds.

[BibT_eX]

[DOI]

Ming Wu

IEEE Trans. Knowl. Data Eng., 2019

Majority Voting and Pairing with Multiple Noisy Labeling.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2019

Fog-enabled Event Processing Based on IoT Resource Models.

[BibT_eX]

[DOI]

Yang Zhang

IEEE Trans. Knowl. Data Eng., 2019

Machine Learning for Wireless Multimedia Data Security.

[BibT_eX]

[DOI]

Secur. Commun. Networks, 2019

Corrigendum to "Flow Correlation Degree Optimization Driven Random Forest for Detecting DDoS Attacks in Cloud Computing".

[BibT_eX]

[DOI]

Secur. Commun. Networks, 2019

Texture Feature Extraction from Thyroid MR Imaging Using High-Order Derived Mean CLBP.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2019

Security cooperation model based on topology control and time synchronization for wireless sensor networks.

[BibT_eX]

[DOI]

J. Commun. Networks, 2019

DOG: A new background removal for object recognition from images.

[BibT_eX]

[DOI]

Neurocomputing, 2019

Liver CT sequence segmentation based with improved U-Net and graph cut.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2019

A Novel DDoS Attack Detection Method Using Optimized Generalized Multiple Kernel Learning.

[BibT_eX]

[DOI]

CoRR, 2019

Deep Cross Networks with Aesthetic Preference for Cross-domain Recommendation.

[BibT_eX]

[DOI]

CoRR, 2019

Adaptive DDoS attack detection method based on multiple-kernel learning.

[BibT_eX]

[DOI]

CoRR, 2019

MRI and PET image fusion using the nonparametric density model and the theory of variable-weight.

[BibT_eX]

[DOI]

Comput. Methods Programs Biomed., 2019

Exploiting Aesthetic Features in Visual Contents for Movie Recommendation.

[BibT_eX]

[DOI]

IEEE Access, 2019

Inter-Basket and Intra-Basket Adaptive Attention Network for Next Basket Recommendation.

[BibT_eX]

[DOI]

IEEE Access, 2019

Recurrent Convolutional Neural Network for Sequential Recommendation.

[BibT_eX]

[DOI]

Proceedings of the World Wide Web Conference, 2019

Interaction Graph Neural Network for News Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems Engineering - WISE 2019, 2019

Feature-level Deeper Self-Attention Network for Sequential Recommendation.

[BibT_eX]

[DOI]

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

Graph Contextualized Self-Attention Network for Session-based Recommendation.

[BibT_eX]

[DOI]

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

A Centralized Energy-Efficient Wireless Sensor Network Routing Protocol for the Static Sensor Nodes.

[BibT_eX]

[DOI]

Proceedings of the 2019 International Conference on Embedded Wireless Systems and Networks, 2019

AdaCML: Adaptive Collaborative Metric Learning for Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2019

Adaptive Attention-Aware Gated Recurrent Unit for Sequential Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2019

Attention and Convolution Enhanced Memory Network for Sequential Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2019

Where to Go Next: A Spatio-Temporal Gated Network for Next POI Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Machine Learning with Crowdsourcing: A Brief Summary of the Past Research and Future Directions.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Improving Crowdsourced Label Quality Using Noise Correction.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2018

A Solution Path Algorithm for General Parametric Quadratic Programming Problem.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2018

Access Control Model Based on Time Synchronization Trust in Wireless Sensor Networks.

[BibT_eX]

[DOI]

Sensors, 2018

Adaptive DDoS Attack Detection Method Based on Multiple-Kernel Learning.

[BibT_eX]

[DOI]

Secur. Commun. Networks, 2018

Flow Correlation Degree Optimization Driven Random Forest for Detecting DDoS Attacks in Cloud Computing.

[BibT_eX]

[DOI]

Secur. Commun. Networks, 2018

Chunk incremental learning for cost-sensitive hinge loss support vector machine.

[BibT_eX]

[DOI]

Pattern Recognit., 2018

Learning from crowds with active learning and self-healing.

[BibT_eX]

[DOI]

Zhenyu Shu

Jingjing Li

Neural Comput. Appl., 2018

A Generative Model Approach for Geo-Social Group Recommendation.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2018

Sparse regression with output correlation for cardiac ejection fraction estimation.

[BibT_eX]

[DOI]

Inf. Sci., 2018

An Active Learning Approach for Multi-Label Image Classification with Sample Noise.

[BibT_eX]

[DOI]

Int. J. Pattern Recognit. Artif. Intell., 2018

Efficient sampling methods for characterizing POIs on maps based on road networks.

[BibT_eX]

[DOI]

Frontiers Comput. Sci., 2018

Document-specific keyphrase candidate search and ranking.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2018

Where to Go Next: A Spatio-temporal LSTM model for Next POI Recommendation.

[BibT_eX]

[DOI]

CoRR, 2018

Exploiting Visual Contents in Posters and Still Frames for Movie Recommendation.

[BibT_eX]

[DOI]

IEEE Access, 2018

Coarse to Fine: Multi-label Image Classification with Global/Local Attention.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Smart Cities Conference, 2018

An Adaptive Construction Test Method Based on Geometric Calculation for Linearly Separable Problems.

[BibT_eX]

[DOI]

Proceedings of the Cloud Computing and Security - 4th International Conference, 2018

Exploring Methods of Assessing Influence Relevance of News Articles.

[BibT_eX]

[DOI]

Zhaobin Liu

Proceedings of the Cloud Computing and Security - 4th International Conference, 2018

Exploiting Implicit Social Relationship for Point-of-Interest Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Web and Big Data - Second International Joint Conference, 2018

2017

Cost-Sensitive Learning.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Machine Learning and Data Mining, 2017

Class Imbalance Problem.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Machine Learning and Data Mining, 2017

Location-aware publish/subscribe index with complex boolean expressions.

[BibT_eX]

[DOI]

World Wide Web, 2017

Monochromatic and bichromatic ranked reverse boolean spatial keyword nearest neighbors search.

[BibT_eX]

[DOI]

World Wide Web, 2017

Structural Minimax Probability Machine.

[BibT_eX]

[DOI]

Xingming Sun

IEEE Trans. Neural Networks Learn. Syst., 2017

A Robust Regularization Path Algorithm for ν-Support Vector Classification.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2017

Weak-Labeled Active Learning With Conditional Label Dependence for Multilabel Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2017

Cross Validation Through Two-Dimensional Solution Surface for Cost-Sensitive SVM.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2017

Broaden the minority class space for decision tree induction using antigen-derived detectors.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2017

Consensus algorithms for biased labeling in crowdsourcing.

[BibT_eX]

[DOI]

Inf. Sci., 2017

Active learning with label correlation exploration for multi-label image classification.

[BibT_eX]

[DOI]

IET Comput. Vis., 2017

Refining Automatically Extracted Knowledge Bases Using Crowdsourcing.

[BibT_eX]

[DOI]

Comput. Intell. Neurosci., 2017

Social Personalized Ranking Embedding for Next POI Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems Engineering - WISE 2017, 2017

Label Aggregation for Crowdsourcing with Bi-Layer Clustering.

[BibT_eX]

[DOI]

Tao Li

Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Photo2Trip: Exploiting Visual Contents in Geo-tagged Photos for Personalized Tour Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Multimedia Conference, 2017

Adaptive Low-Rank Multi-Label Active Learning for Image Classification.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Multimedia Conference, 2017

Multi-label active learning with low-rank mapping for image classification.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Exploiting Hierarchical Structures for POI Recommendation.

[BibT_eX]

[DOI]

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

Keyphrase Extraction Using Sequential Pattern Mining and Entropy.

[BibT_eX]

[DOI]

Chenyi Hu

Proceedings of the IEEE International Conference on Big Knowledge, 2017

Keyphrase Extraction with Sequential Pattern Mining.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Multi-Class Ground Truth Inference in Crowdsourcing with Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2016

Noise filtering to improve data and model quality for crowdsourcing.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2016

A Double Weighted Naive Bayes with Niching Cultural Algorithm for Multi-Label Classification.

[BibT_eX]

[DOI]

Xuesong Yan

Qinghua Wu

Int. J. Pattern Recognit. Artif. Intell., 2016

Label noise correction and application in crowdsourcing.

[BibT_eX]

[DOI]

Bryce Nicholson

Expert Syst. Appl., 2016

Stratification-Based Outlier Detection over the Deep Web.

[BibT_eX]

[DOI]

Comput. Intell. Neurosci., 2016

Learning from crowdsourced labeled data: a survey.

[BibT_eX]

[DOI]

Artif. Intell. Rev., 2016

A Hybrid Machine-Crowdsourcing Approach for Web Table Matching and Cleaning.

[BibT_eX]

[DOI]

Proceedings of the Web-Age Information Management - 17th International Conference, 2016

Social Recommendation Terms: Probabilistic Explanation Optimization.

[BibT_eX]

[DOI]

Proceedings of the Challenges and Opportunity with Big Data, 2016

Multi-label active learning for image classification with asymmetrical conditional dependence.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2016

An Efficient Location-Aware Top-k Subscription Matching for Publish/Subscribe with Boolean Expressions.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2016

2015

Incremental Support Vector Learning for Ordinal Regression.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2015

Imbalanced Multiple Noisy Labeling.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2015

Active Learning With Imbalanced Multiple Noisy Labeling.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2015

Incremental learning for ν-Support Vector Regression.

[BibT_eX]

[DOI]

Neural Networks, 2015

CEKA: a tool for mining the wisdom of crowds.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2015

Immune Centroids Oversampling Method for Binary Classification.

[BibT_eX]

[DOI]

Comput. Intell. Neurosci., 2015

An Efficient Location-Aware Publish/Subscribe Index with Boolean Expressions.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems Engineering - WISE 2015, 2015

Ranked Reverse Boolean Spatial Keyword Nearest Neighbors Search.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems Engineering - WISE 2015, 2015

Effective Sampling of Points of Interests on Maps Based on Road Networks.

[BibT_eX]

[DOI]

Proceedings of the Web-Age Information Management - 16th International Conference, 2015

Batch Mode Active Learning for Networked Data with Optimal Subset Selection.

[BibT_eX]

[DOI]

Proceedings of the Web-Age Information Management - 16th International Conference, 2015

RPCV: Recommend Potential Customers to Vendors in Location-Based Social Network.

[BibT_eX]

[DOI]

Proceedings of the Web-Age Information Management - 16th International Conference, 2015

Semi-automatic Labeling with Active Learning for Multi-label Image Classification.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Information Processing - PCM 2015, 2015

Immune Centroids Over-Sampling Method for Multi-Class Classification.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015

Weak Labeled Multi-Label Active Learning for Image Classification.

[BibT_eX]

[DOI]

Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Multi-Label Active Learning with Chi-Square Statistics for Image Classification.

[BibT_eX]

[DOI]

Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

Improving Label Accuracy by Filtering Low-Quality Workers in Crowdsourcing.

[BibT_eX]

[DOI]

Proceedings of the Advances in Artificial Intelligence and Soft Computing, 2015

A Double Weighted Naive Bayes for Multi-label Classification.

[BibT_eX]

[DOI]

Proceedings of the Computational Intelligence and Intelligent Systems, 2015

Bi-Parameter Space Partition for Cost-Sensitive SVM.

[BibT_eX]

[DOI]

Shuo Li

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Integrating Active Learning with Supervision for Crowdsourcing Generalization.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015

Learning from the Crowd with Neural Network.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015

Multi-label active learning with label correlation for image classification.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Noise correction of image labeling in crowdsourcing.

[BibT_eX]

[DOI]

Bryce Nicholson

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Label noise correction methods.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015

Scalable Top- k Spatial Image Search on Road Networks.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2015

Improving Label Quality in Crowdsourcing Using Noise Correction.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

Best First Over-Sampling for Multilabel Classification.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

EPEMS: An Entity Matching System for E-Commerce Products.

[BibT_eX]

[DOI]

Proceedings of the Web Technologies and Applications - 17th Asia-PacificWeb Conference, 2015

TK-SK: Textual-Restricted K Spatial Keyword Query on Road Networks.

[BibT_eX]

[DOI]

Proceedings of the Databases Theory and Applications, 2015

Effective Spatial Keyword Query Processing on Road Networks.

[BibT_eX]

[DOI]

Proceedings of the Databases Theory and Applications, 2015

2014

Cost-sensitive learning for defect escalation.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2014

Repeated labeling using multiple noisy labelers.

[BibT_eX]

[DOI]

Panagiotis G. Ipeirotis

Foster J. Provost

Jing Wang

Data Min. Knowl. Discov., 2014

Multi-label active learning for image classification.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013

Feasibility and Finite Convergence Analysis for Accurate On-Line $\nu$-Support Vector Machine.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2013

A hybrid intelligent data classification algorithm.

[BibT_eX]

[DOI]

Int. J. Wirel. Mob. Comput., 2013

An Empirical Study of Reducing Multiclass Classification Methodologies.

[BibT_eX]

[DOI]

Robert Kyle Eichelberger

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2013

A Study on Multi-label Classification.

[BibT_eX]

[DOI]

Clifford A. Tawiah

Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2013

A threshold method for imbalanced multiple noisy labeling.

[BibT_eX]

[DOI]

Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013

Imbalanced Multiple Noisy Labeling for Supervised Learning.

[BibT_eX]

[DOI]

Victor Shengli Sheng

Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

Empirical Comparison of Multi-Label Classification Algorithms.

[BibT_eX]

[DOI]

Clifford A. Tawiah

Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

Does One-Against-All or One-Against-One Improve the Performance of Multiclass Classifications?

[BibT_eX]

[DOI]

Robert Kyle Eichelberger

Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

2012

Interval-Valued Centroids in K-Means Algorithms.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Machine Learning and Applications, 2012

Studying Active Learning in the Cost-Sensitive Framework.

[BibT_eX]

[DOI]

Proceedings of the 45th Hawaii International International Conference on Systems Science (HICSS-45 2012), 2012

2011

Boosting Inspired Process for Improving AUC.

[BibT_eX]

[DOI]

Rahul Tada

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2011

Fast Data Acquisition in Cost-Sensitive Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2011

Simple Multiple Noisy Label Utilization Strategies.

[BibT_eX]

[DOI]

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

2010

Cost-Sensitive Learning.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Machine Learning, 2010

Class Imbalance Problem.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Machine Learning, 2010

2009

Cost-Sensitive Learning.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

2008

Get another label? improving data quality and data mining using multiple, noisy labelers.

[BibT_eX]

[DOI]

Foster J. Provost

Panagiotis G. Ipeirotis

Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008

2007

Partial example acquisition in cost-sensitive learning.

[BibT_eX]

[DOI]

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

Roulette Sampling for Cost-Sensitive Learning.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning: ECML 2007, 2007

2006

Test Strategies for Cost-Sensitive Decision Trees.

[BibT_eX]

[DOI]

Qiang Yang

IEEE Trans. Knowl. Data Eng., 2006

Maximum profit mining and its application in software development.

[BibT_eX]

[DOI]

Tilmann F. W. Bruckhaus

Nazim H. Madhavji

Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006

Feature value acquisition in testing: a sequential batch test algorithm.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, 2006

Thresholding for Making Classifiers Cost-sensitive.

[BibT_eX]

[DOI]