Aijun An - RankMe

210 papers A* 20A 12B 15C 13Misc 7Journal 71Unranked 66

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	Adapt-As-You-Walk Through the Clouds: Training-Free Online Test-Time Adaptation of 3D Vision-Language Foundation Models. AAAI Mehran Tamjidi, Hamidreza Dastmalchi, Mohammadreza Alimoradijazi, Ali Cheraghian, Aijun An, Morteza Saberi
2026	J	`jnl`	Fighting Hallucinations with Counterfactuals: Diffusion-Guided Perturbations for LVLM Hallucination Suppression. CoRR Hamidreza Dastmalchi, Aijun An, Ali Cheraghian, Hamed Barzamini
2026	—	`ed.`	Social Networks Analysis and Mining - 17th International Conference, ASONAM 2025, Niagara Falls, ON, Canada, August 25-28, 2025, Proceedings, Part I ASONAM (1) Aijun An, Alfredo Cuzzocrea, Hongxin Hu
2026	—	`ed.`	Social Networks Analysis and Mining - 17th International Conference, ASONAM 2025, Niagara Falls, ON, Canada, August 25-28, 2025, Proceedings, Part II ASONAM (2) Aijun An, Alfredo Cuzzocrea, Hongxin Hu
2026	—	`ed.`	Social Networks Analysis and Mining - 17th International Conference, ASONAM 2025, Niagara Falls, ON, Canada, August 25-28, 2025, Proceedings, Part III ASONAM (3) Aijun An, Alfredo Cuzzocrea, Hongxin Hu
2025	J	`jnl`	Adapt-As-You-Walk Through the Clouds: Training-Free Online Test-Time Adaptation of 3D Vision-Language Foundation Models. CoRR Mehran Tamjidi, Hamidreza Dastmalchi, Mohammadreza Alimoradijazi, Ali Cheraghian, Aijun An, Morteza Saberi
2025	—	`conf`	Canada AI Day. KDD (2) Filippo Maria Sposini, Aijun An
2025	J	`jnl`	Disease Outbreak Detection and Forecasting: A Review of Methods and Data Sources. ACM Trans. Comput. Heal. Ghazaleh Babanejaddehaki, Aijun An, Manos Papagelis
2025	J	`jnl`	ETTA: Efficient Test-Time Adaptation for Vision-Language Models through Dynamic Embedding Updates. CoRR Hamidreza Dastmalchi, Aijun An, Ali Cheraghian
2025	J	`jnl`	Evolution of ReID: From Early Methods to LLM Integration. CoRR Amran Bhuiyan, Mizanur Rahman, Md. Tahmid Rahman Laskar, Aijun An, Jimmy Xiangji Huang
2025	—	`conf`	GEAR: A Scalable and Interpretable Evaluation Framework for RAG-Based Car Assistant Systems. EMNLP (Industry Track) Niloufar Beyranvand, Hamidreza Dastmalchi, Aijun An, Heidar Davoudi, Winston Chan, Ron DiCarlantonio
2025	—	`conf`	Generating Spatial Knowledge Graphs from Automotive Diagrams for Question Answering. EMNLP (Industry Track) Steve Bakos, Chen Xing, Heidar Davoudi, Aijun An, Ron DiCarlantonio
2025	—	`conf`	Neural Document Segmentation Using Weighted Sliding Windows with Transformer Encoders. COLING (Industry) Saeed Abbasi, Aijun An, Heidar Davoudi, Ronald Di Carlantonio, Gary Farmaner
2025	J	`jnl`	Optimizing domain-generalizable ReID through non-parametric normalization. Pattern Recognit. Amran Bhuiyan, Aijun An, Jimmy Xiangji Huang, Jialie Shen
2025	A	`conf`	Test-Time Adaptation of 3D Point Clouds via Denoising Diffusion Models. WACV Hamidreza Dastmalchi, Aijun An, Ali Cheraghian, Shafin Rahman, Sameera Ramasinghe
2025	J	`jnl`	Topology-aware GPU job scheduling with deep reinforcement learning and heuristics. J. Parallel Distributed Comput. Hajer Ayadi, Aijun An, Yiming Shao, Hossein Pourmedheji, Junjie Deng, Jimmy X. Huang, Michael Feiman, Hao Zhou
2024	J	`jnl`	A Survey on Graph Representation Learning Methods. ACM Trans. Intell. Syst. Technol. Shima Khoshraftar, Aijun An
2024	A	`conf`	DAMOCRO: A Data Migration Framework Using Online Classification and Reordering. CIKM Zhongxin Hu, Kaiyu Li, Xingjian Mao, Jingfeng Pan, Yunfei Peng, Aijun An, Xiaohui Yu, Dariusz Jania
2024	J	`jnl`	Disease Outbreak Detection and Forecasting: A Review of Methods and Data Sources. CoRR Ghazaleh Babanejad Dehaki, Aijun An, Manos Papagelis
2024	—	`conf`	GPU Job Scheduler with Deep Reinforcement Learning. Canadian AI Junjie Deng, Aijun An, Hajer Ayadi, Yiming Shao, Hossein Pourmodheji, Hao Zhou, Michael Feiman
2024	—	`conf`	Generating Vehicular Icon Descriptions and Indications Using Large Vision-Language Models. EMNLP (Industry Track) James Fletcher, Nicholas Dehnen, Seyed Nima Tayarani Bathaie, Aijun An, Heidar Davoudi, Ron DiCarlantonio, Gary Farmaner
2024	J	`jnl`	IGMG: Instance-guided multi-granularity for domain generalizable person re-identification. Comput. Vis. Image Underst. Amran Bhuiyan, Jimmy Xiangji Huang, Aijun An
2024	J	`jnl`	Test-Time Adaptation of 3D Point Clouds via Denoising Diffusion Models. CoRR Hamidreza Dastmalchi, Aijun An, Ali Cheraghian, Shafin Rahman, Sameera Ramasinghe
2024	J	`jnl`	The Role of Preprocessing for Word Representation Learning in Affective Tasks. IEEE Trans. Affect. Comput. Nastaran Babanejad, Heidar Davoudi, Ameeta Agrawal, Aijun An, Manos Papagelis
2024	J	`jnl`	Topic-aware response selection for dialog systems. Nat. Lang. Process. J. Wei Yuan, Zongyang Ma, Aijun An, Jimmy Xiangji Huang
2023	B	`conf`	A Case Study on ChatGPT Question Generation. IEEE Big Data Winston Chan, Aijun An, Heidar Davoudi
2023	—	`conf`	A Hybrid Outbreak Detection using Ontology-based Data Collection from Social Media. BIBM Ghazaleh Babanejad Dehaki, Aijun An, Heidar Davoudi
2023	—	`conf`	Contrastive Fine-tuning on Few Shot Intent Detection with Topological Intent Tree. WWW (Companion Volume) Wei Yuan, Martin Dimkovski, Aijun An
2023	—	`conf`	Empowering Conversational Agents using Semantic In-Context Learning. BEA@ACL Amin Omidvar, Aijun An
2023	J	`jnl`	Learning to Generate Popular Headlines. IEEE Access Amin Omidvar, Aijun An
2023	—	`conf`	Optimizing Data Migration Using Online Clustering. CASCON Jingfeng Pan, Yunfei Peng, Kaiyu Li, Aijun An, Xiaohui Yu, Dariusz Jania
2023	A	`conf`	Question Generation Using Sequence-to-Sequence Model with Semantic Role Labels. EACL Alireza Naeiji, Aijun An, Heidar Davoudi, Marjan Delpisheh, Muath Alzghool
2023	—	`conf`	TAMG: Topology-Aware Multi-GPU Allocation via Deep Reinforcement Learning. CASCON Hajer Ayadi, Jimmy X. Huang, Aijun An, Yiming Shao, Hao Zhou, Hossein Pourmodheji
2022	J	`jnl`	A Survey on Graph Representation Learning Methods. CoRR Shima Khoshraftar, Aijun An
2022	J	`jnl`	Data Capsule: A Self-Contained Data Model as an Access Policy Enforcement Strategy. CoRR Reza Soltani, Uyen Trang Nguyen, Aijun An
2022	B	`conf`	Temporal Graph Representation Learning via Maximal Cliques. IEEE Big Data Shima Khoshraftar, Aijun An, Nastaran Babanejad
2021	J	`jnl`	A Survey of Self-Sovereign Identity Ecosystem. CoRR Reza Soltani, Uyen Trang Nguyen, Aijun An
2021	J	`jnl`	A Survey of Self-Sovereign Identity Ecosystem. Secur. Commun. Networks Reza Soltani, Uyen Trang Nguyen, Aijun An
2021	B	`conf`	Centrality-based Interpretability Measures for Graph Embeddings. DSAA Shima Khoshraftar, Sedigheh Mahdavi, Aijun An
2021	—	`conf`	Data Capsule: A Self-Contained Data Model as an Access Policy Enforcement Strategy. BRAINS Reza Soltani, Uyen Trang Nguyen, Aijun An
2021	J	`jnl`	Extending Isolation Forest for Anomaly Detection in Big Data via K-Means. CoRR Md. Tahmid Rahman Laskar, Jimmy X. Huang, Vladan Smetana, Chris Stewart, Kees Pouw, Aijun An, Stephen Chan, Lei Liu
2021	J	`jnl`	Extending Isolation Forest for Anomaly Detection in Big Data via K-Means. ACM Trans. Cyber Phys. Syst. Md. Tahmid Rahman Laskar, Jimmy Xiangji Huang, Vladan Smetana, Chris Stewart, Kees Pouw, Aijun An, Stephen Chan, Lei Liu
2021	—	`conf`	GPU resource scheduling using CNN-based deep reinforcement learning. CASCON Xingye Fan, Zana Rashidi, Bon Ryu, Hossein Pourmodheji, Aijun An, Junfeng Liu, Yonggang Hu
2021	J	`jnl`	Paywall Policy Learning in Digital News Media. IEEE Trans. Knowl. Data Eng. Heidar Davoudi, Zana Rashidi, Aijun An, Morteza Zihayat, Gordon Edall
2021	B	`conf`	ZipLine: An Optimized Algorithm for the Elastic Bulk Synchronous Parallel Model. DSAA Xing Zhao, Manos Papagelis, Aijun An, Bao Xin Chen, Junfeng Liu, Yonggang Hu
2021	J	`jnl`	ZipLine: an optimized algorithm for the elastic bulk synchronous parallel model. Mach. Learn. Xing Zhao, Manos Papagelis, Aijun An, Bao Xin Chen, Junfeng Liu, Yonggang Hu
2020	A*	`conf`	A Comprehensive Analysis of Preprocessing for Word Representation Learning in Affective Tasks. ACL Nastaran Babanejad, Ameeta Agrawal, Aijun An, Manos Papagelis
2020	—	`conf`	Adaptive Momentum Coefficient for Neural Network Optimization. ECML/PKDD (2) Zana Rashidi, Kasra Ahmadi K. A., Aijun An, Xiaogang Wang
2020	B	`conf`	Affective and Contextual Embedding for Sarcasm Detection. COLING Nastaran Babanejad, Heidar Davoudi, Aijun An, Manos Papagelis
2020	C	`conf`	Decentralized and Privacy-Preserving Key Management Model. ISNCC Reza Soltani, Uyen Trang Nguyen, Aijun An
2020	J	`jnl`	Elastic Bulk Synchronous Parallel Model for Distributed Deep Learning. CoRR Xing Zhao, Manos Papagelis, Aijun An, Bao Xin Chen, Junfeng Liu, Yonggang Hu
2020	J	`jnl`	Improving humanitarian needs assessments through natural language processing. IBM J. Res. Dev. Tino Kreutzer, Patrick Vinck, Phuong N. Pham, Aijun An, Lora Appel, Eric DeLuca, Grace Tang, Muath Alzghool, Kusum Hachhethu, Bobi Morris, Sandie L. Walton-Ellery, John Crowley, James Orbinski
2020	—	`conf`	Learning to Determine the Quality of News Headlines. ICAART (1) Amin Omidvar, Hossein Pourmodheji, Aijun An, Gordon Edall
2020	A*	`conf`	Leveraging Transitions of Emotions for Sarcasm Detection. SIGIR Ameeta Agrawal, Aijun An, Manos Papagelis
2020	—	`conf`	Multiple pedestrian tracking based on modified mask R-CNN and enhanced particle filter using an adaptive information driven motion model. CASCON Mufleh Al-Shatnawi, Amir Asif, Vida Movahedi, Aijun An, Yonggang Hu, Junfeng Liu
2020	—	`conf`	Question-Worthy Sentence Selection for Question Generation. Canadian AI Sedigheh Mahdavi, Aijun An, Heidar Davoudi, Marjan Delpisheh, Emad Gohari
2020	—	`conf`	Towards topology aware pre-emptive job scheduling with deep reinforcement learning. CASCON Bon Ryu, Aijun An, Zana Rashidi, Junfeng Liu, Yonggang Hu
2019	J	`jnl`	A utility-based news recommendation system. Decis. Support Syst. Morteza Zihayat, Anteneh Ayanso, Xing Zhao, Heidar Davoudi, Aijun An
2019	—	`conf`	Content-based Dwell Time Engagement Prediction Model for News Articles. NAACL-HLT (2) Heidar Davoudi, Aijun An, Gordon Edall
2019	B	`conf`	Dynamic Graph Embedding via LSTM History Tracking. DSAA Shima Khoshraftar, Sedigheh Mahdavi, Aijun An, Yonggang Hu, Junfeng Liu
2019	J	`jnl`	Dynamic Graph Embedding via LSTM History Tracking. CoRR Shima Khoshraftar, Sedigheh Mahdavi, Aijun An, Yonggang Hu, Junfeng Liu
2019	—	`conf`	Dynamic Joint Variational Graph Autoencoders. PKDD/ECML Workshops (1) Sedigheh Mahdavi, Shima Khoshraftar, Aijun An
2019	J	`jnl`	Dynamic Joint Variational Graph Autoencoders. CoRR Sedigheh Mahdavi, Shima Khoshraftar, Aijun An
2019	A	`conf`	Dynamic Stale Synchronous Parallel Distributed Training for Deep Learning. ICDCS Xing Zhao, Aijun An, Junfeng Liu, Bao Xin Chen
2019	J	`jnl`	Dynamic Stale Synchronous Parallel Distributed Training for Deep Learning. CoRR Xing Zhao, Aijun An, Junfeng Liu, Bao Xin Chen
2019	A*	`conf`	Elastic Bulk Synchronous Parallel Model for Distributed Deep Learning. ICDM Xing Zhao, Manos Papagelis, Aijun An, Bao Xin Chen, Junfeng Liu, Yonggang Hu
2019	J	`jnl`	Learning to Determine the Quality of News Headlines. CoRR Amin Omidvar, Hossein Pourmodheji, Aijun An, Gordon Edall
2019	—	`conf`	Leveraging Emotion Features in News Recommendations. INRA@RecSys Nastaran Babanejad, Ameeta Agrawal, Heidar Davoudi, Aijun An, Manos Papagelis
2019	—	`conf`	Practical Key Recovery Model for Self-Sovereign Identity Based Digital Wallets. DASC/PiCom/DataCom/CyberSciTech Reza Soltani, Uyen Trang Nguyen, Aijun An
2018	—	`conf`	A New Approach to Client Onboarding Using Self-Sovereign Identity and Distributed Ledger. iThings/GreenCom/CPSCom/SmartData Reza Soltani, Uyen Trang Nguyen, Aijun An
2018	A*	`conf`	Adaptive Paywall Mechanism for Digital News Media. KDD Heidar Davoudi, Aijun An, Morteza Zihayat, Gordon Edall
2018	A*	`conf`	Affective Representations for Sarcasm Detection. SIGIR Ameeta Agrawal, Aijun An
2018	—	`conf`	Decoupling the Layers in Residual Networks. ICLR (Poster) Ricky Fok, Aijun An, Zana Rashidi, Xiaogang Wang
2018	—	`conf`	Effective Team Formation in Expert Networks. AMW Morteza Zihayat, Aijun An, Lukasz Golab, Mehdi Kargar, Jaroslaw Szlichta
2018	C	`conf`	Improving Real-Time Pedestrian Detection Using Adaptive Confidence Thresholding and Inter-Frame Correlation. MMSP Mufleh Al-Shatnawi, Vida Movahedi, Amir Asif, Aijun An
2018	B	`conf`	Learning Emotion-enriched Word Representations. COLING Ameeta Agrawal, Aijun An, Manos Papagelis
2018	J	`jnl`	Machine learning and BIM visualization for maintenance issue classification and enhanced data collection. Adv. Eng. Informatics Jennifer McArthur, Nima Shahbazi, Ricky Fok, Christopher Raghubar, Brandon Bortoluzzi, Aijun An
2018	—	`conf`	Using Neural Network for Identifying Clickbaits in Online News Media. SIMBig Amin Omidvar, Hui Jiang, Aijun An
2018	J	`jnl`	Using Neural Network for Identifying Clickbaits in Online News Media. CoRR Amin Omidvar, Hui Jiang, Aijun An
2018	—	`conf`	dynnode2vec: Scalable Dynamic Network Embedding. IEEE BigData Sedigheh Mahdavi, Shima Khoshraftar, Aijun An
2018	J	`jnl`	dynnode2vec: Scalable Dynamic Network Embedding. CoRR Sedigheh Mahdavi, Shima Khoshraftar, Aijun An
2017	B	`conf`	Authority-based Team Discovery in Social Networks. EDBT Morteza Zihayat, Aijun An, Lukasz Golab, Mehdi Kargar, Jaroslaw Szlichta
2017	—	`conf`	Contrast Pattern Based Collaborative Behavior Recommendation for Life Improvement. PAKDD (2) Yan Chen, Margot Lisa-Jing Yann, Heidar Davoudi, Joy Choi, Aijun An, Zhen Mei
2017	J	`jnl`	Efficiently mining high utility sequential patterns in static and streaming data. Intell. Data Anal. Morteza Zihayat, Cheng-Wei Wu, Aijun An, Vincent S. Tseng, Chien Lin
2017	J	`jnl`	Geodesic and contour optimization using conformal mapping. J. Glob. Optim. Ricky Fok, Aijun An, Xiaogang Wang
2017	—	`conf`	Meaningful Keyword Search over Databases with Complex Schema. AMW Mehdi Kargar, Aijun An, Parke Godfrey, Jaroslaw Szlichta, Xiaohui Yu
2017	J	`jnl`	Memory-adaptive high utility sequential pattern mining over data streams. Mach. Learn. Morteza Zihayat, Yan Chen, Aijun An
2017	J	`jnl`	Mining Evolving Data Streams with Particle Filters. Comput. Intell. Ricky Fok, Aijun An, Xiaogang Wang
2017	J	`jnl`	Mining significant high utility gene regulation sequential patterns. BMC Syst. Biol. Morteza Zihayat, Heidar Davoudi, Aijun An
2017	J	`jnl`	Optimization assisted MCMC. CoRR Ricky Fok, Aijun An, Xiaogang Wang
2017	—	`conf`	Rewards Structure in Games: Learning a Compact Representation for Action Space. AAAI Workshops Margot Lisa-Jing Yann, Yves Lespérance, Aijun An
2017	J	`jnl`	Spontaneous Symmetry Breaking in Neural Networks. CoRR Ricky Fok, Aijun An, Xiaogang Wang
2017	A	`conf`	Time-Aware Subscription Prediction Model for User Acquisition in Digital News Media. SDM Heidar Davoudi, Morteza Zihayat, Aijun An
2016	—	`conf`	A new algorithm for money laundering detection based on structural similarity. UEMCON Reza Soltani, Uyen Trang Nguyen, Yang Yang, Mohammad Reza Faghani, Alaa Yagoub, Aijun An
2016	J	`jnl`	Approximate Parallel High Utility Itemset Mining. Big Data Res. Yan Chen, Aijun An
2016	J	`jnl`	Authority-based Team Discovery in Social Networks. CoRR Morteza Zihayat, Aijun An, Lukasz Golab, Mehdi Kargar, Jaroslaw Szlichta
2016	—	`conf`	Building FP-Tree on the Fly: Single-Pass Frequent Itemset Mining. MLDM Nima Shahbazi, Rohollah Soltani, Jarek Gryz, Aijun An
2016	—	`conf`	Computational Role of Astrocytes in Bayesian Inference and Probability Distribution Encoding. BIH Martin Dimkovski, Aijun An
2016	—	`conf`	Deep parallelization of parallel FP-growth using parent-child MapReduce. IEEE BigData Adetokunbo Makanju, Zahra Farzanyar, Aijun An, Nick Cercone, Zane Zhenhua Hu, Yonggang Hu
2016	B	`conf`	Detecting the Magnitude of Events from News Articles. WI Ameeta Agrawal, Raghavender Sahdev, Heidar Davoudi, Forouq Khonsari, Aijun An, Susan McGrath
2016	—	`conf`	Distributed and parallel high utility sequential pattern mining. IEEE BigData Morteza Zihayat, Zane Zhenhua Hu, Aijun An, Yonggang Hu
2016	A*	`conf`	Ranking Documents Through Stochastic Sampling on Bayesian Network-based Models: A Pilot Study. SIGIR Xing Tan, Jimmy Xiangji Huang, Aijun An
2016	B	`conf`	Selective Co-occurrences for Word-Emotion Association. COLING Ameeta Agrawal, Aijun An
2016	—	`conf`	Top-k utility-based gene regulation sequential pattern discovery. BIBM Morteza Zihayat, Heidar Davoudi, Aijun An
2015	J	`jnl`	A Bayesian model for canonical circuits in the neocortex for parallelized and incremental learning of symbol representations. Neurocomputing Martin Dimkovski, Aijun An
2015	J	`jnl`	Finding top- Knowl. Inf. Syst. Mehdi Kargar, Aijun An
2015	A*	`conf`	Meaningful keyword search in relational databases with large and complex schema. ICDE Mehdi Kargar, Aijun An, Nick Cercone, Parke Godfrey, Jaroslaw Szlichta, Xiaohui Yu
2015	—	`conf`	Mining High Utility Sequential Patterns from Evolving Data Streams. ASE BD&SI Morteza Zihayat, Cheng-Wei Wu, Aijun An, Vincent S. Tseng
2015	C	`conf`	Ontology-Based Topic Labeling and Quality Prediction. ISMIS Heidar Davoudi, Aijun An
2014	J	`jnl`	Efficient Duplication Free and Minimal Keyword Search in Graphs. IEEE Trans. Knowl. Data Eng. Mehdi Kargar, Aijun An, Xiaohui Yu
2014	—	`conf`	Kea: Sentiment Analysis of Phrases Within Short Texts. SemEval@COLING Ameeta Agrawal, Aijun An
2014	—	`conf`	MeanKS: meaningful keyword search in relational databases with complex schema. SIGMOD Conference Mehdi Kargar, Aijun An, Nick Cercone, Parke Godfrey, Jaroslaw Szlichta, Xiaohui Yu
2014	J	`jnl`	Mining top-k high utility patterns over data streams. Inf. Sci. Morteza Zihayat, Aijun An
2014	—	`conf`	Topic Modeling Using Collapsed Typed Dependency Relations. PAKDD (2) Elnaz Delpisheh, Aijun An
2014	—	`conf`	Two-Phase Pareto Set Discovery for Team Formation in Social Networks. WI-IAT (1) Morteza Zihayat, Mehdi Kargar, Aijun An
2013	J	`jnl`	Detection of malicious and non-malicious website visitors using unsupervised neural network learning. Appl. Soft Comput. Dusan Stevanovic, Natalija Vlajic, Aijun An
2013	A	`conf`	Finding Affordable and Collaborative Teams from a Network of Experts. SDM Aijun An, Mehdi Kargar, Morteza Zihayat
2013	—	`conf`	Kea: Expression-level Sentiment Analysis from Twitter Data. SemEval@NAACL-HLT Ameeta Agrawal, Aijun An
2013	J	`jnl`	Riding the tide of sentiment change: sentiment analysis with evolving online reviews. World Wide Web Yang Liu, Xiaohui Yu, Aijun An, Xiangji Huang
2013	—	`conf`	Signal detection in genome sequences using complexity based features. BIOKDD Mehdi Kargar, Aijun An, Nick Cercone, Kayvan Tirdad, Morteza Zihayat
2012	—	`conf`	Efficient Bi-objective Team Formation in Social Networks. ECML/PKDD (2) Mehdi Kargar, Aijun An, Morteza Zihayat
2012	A*	`conf`	Efficient Top-k Keyword Search in Graphs with Polynomial Delay. ICDE Mehdi Kargar, Aijun An
2012	J	`jnl`	Feature evaluation for web crawler detection with data mining techniques. Expert Syst. Appl. Dusan Stevanovic, Aijun An, Natalija Vlajic
2012	J	`jnl`	Mining Online Reviews for Predicting Sales Performance: A Case Study in the Movie Domain. IEEE Trans. Knowl. Data Eng. Xiaohui Yu, Yang Liu, Xiangji Huang, Aijun An
2012	—	`conf`	Unsupervised Emotion Detection from Text Using Semantic and Syntactic Relations. Web Intelligence Ameeta Agrawal, Aijun An
2011	J	`jnl`	Combining integrated sampling with SVM ensembles for learning from imbalanced datasets. Inf. Process. Manag. Yang Liu, Xiaohui Yu, Jimmy Xiangji Huang, Aijun An
2011	—	`conf`	Cross-Lingual Word Sense Disambiguation for Languages with Scarce Resources. Canadian AI Bahareh Sarrafzadeh, Nikolay Yakovets, Nick Cercone, Aijun An
2011	C	`conf`	Detecting Web Crawlers from Web Server Access Logs with Data Mining Classifiers. ISMIS Dusan Stevanovic, Aijun An, Natalija Vlajic
2011	A	`conf`	Discovering top-k teams of experts with/without a leader in social networks. CIKM Mehdi Kargar, Aijun An
2011	J	`jnl`	Finding best evidence for evidence-based best practice recommendations in health care: the initial decision support system design. Knowl. Inf. Syst. Nick Cercone, Xiangdong An, Jiye Li, Zhenmei Gu, Aijun An
2011	J	`jnl`	Keyword Search in Graphs: Finding r-cliques. Proc. VLDB Endow. Mehdi Kargar, Aijun An
2011	—	`conf`	TeamExp: Top-k Team Formation in Social Networks. ICDM Workshops Mehdi Kargar, Aijun An
2011	C	`conf`	Towards Automatic Acquisition of a Fully Sense Tagged Corpus for Persian. ISMIS Bahareh Sarrafzadeh, Nikolay Yakovets, Nick Cercone, Aijun An
2011	—	`conf`	Unsupervised Clustering of Web Sessions to Detect Malicious and Non-malicious Website Users. ANT/MobiWIS Dusan Stevanovic, Natalija Vlajic, Aijun An
2010	A*	`conf`	A quality-aware model for sales prediction using reviews. WWW Xiaohui Yu, Yang Liu, Xiangji Huang, Aijun An
2010	—	`ed.`	Active Media Technology, 6th International Conference, AMT 2010, Toronto, Canada, August 28-30, 2010. Proceedings AMT Aijun An, Pawan Lingras, Sheila Petty, Runhe Huang
2010	—	`conf`	An Adaptive Model for Probabilistic Sentiment Analysis. Web Intelligence Xiaohui Yu, Yang Liu, Aijun An
2010	—	`conf`	Evaluation of different complexity measures for signal detection in genome sequences. BCB Mehdi Kargar, Aijun An
2010	J	`jnl`	Introduction to the special issue on advanced information retrieval and databases. J. Intell. Inf. Syst. Aijun An, Dominik Slezak
2010	A*	`conf`	Medical search and classification tools for recommendation. SIGIR Xiangji Huang, Aijun An, Qinmin Hu
2010	A	`conf`	Partial drift detection using a rule induction framework. CIKM Damon Sotoudeh, Aijun An
2010	A	`ed.`	Proceedings of the 19th ACM Conference on Information and Knowledge Management, CIKM 2010, Toronto, Ontario, Canada, October 26-30, 2010 CIKM Jimmy X. Huang, Nick Koudas, Gareth J. F. Jones, Xindong Wu, Kevyn Collins-Thompson, Aijun An
2010	A*	`conf`	S-PLASA+: adaptive sentiment analysis with application to sales performance prediction. SIGIR Yang Liu, Xiaohui Yu, Xiangji Huang, Aijun An
2010	—	`conf`	The Effect of Sequence Complexity on the Construction of Protein-Protein Interaction Networks. Brain Informatics Mehdi Kargar, Aijun An
2009	J	`jnl`	A roadmap of clustering algorithms: finding a match for a biomedical application. Briefings Bioinform. Bill Andreopoulos, Aijun An, Xiaogang Wang, Michael Schroeder
2009	—	`ch.`	Classification Methods. Encyclopedia of Data Warehousing and Mining Aijun An
2009	—	`conf`	Discovering Temporal Associations among Significant Changes in Gene Expression. BIBM Hashmat Rohian, Aijun An, Jiashu Zhao, Xiangji Huang
2009	J	`jnl`	Discovering Transitional Patterns and Their Significant Milestones in Transaction Databases. IEEE Trans. Knowl. Data Eng. Qian Wan, Aijun An
2009	A	`conf`	Diverging patterns: discovering significant frequency change dissimilarities in large databases. CIKM Aijun An, Qian Wan, Jiashu Zhao, Xiangji Huang
2009	J	`jnl`	Efficient layered density-based clustering of categorical data. J. Biomed. Informatics Bill Andreopoulos, Aijun An, Xiaogang Wang, Dirk Labudde
2008	C	`ed.`	Foundations of Intelligent Systems, 17th International Symposium, ISMIS 2008, Toronto, Canada, May 20-23, 2008, Proceedings ISMIS Aijun An, Stan Matwin, Zbigniew W. Ras, Dominik Slezak
2008	—	`conf`	HelpMeter: A Nonlinear Model for Predicting the Helpfulness of Online Reviews. Web Intelligence Yang Liu, Xiangji Huang, Aijun An, Xiaohui Yu
2008	—	`conf`	Integration of Genomic, Proteomic and Biomedical Information on the Semantic Web. ER Workshops Bill Andreopoulos, Aijun An, Xiangji Huang, Dirk Labudde
2008	A*	`conf`	Modeling and Predicting the Helpfulness of Online Reviews. ICDM Yang Liu, Xiangji Huang, Aijun An, Xiaohui Yu
2007	A*	`conf`	ARSA: a sentiment-aware model for predicting sales performance using blogs. SIGIR Yang Liu, Xiangji Huang, Aijun An, Xiaohui Yu
2007	J	`jnl`	Clustering by common friends finds locally significant proteins mediating modules. Bioinform. Bill Andreopoulos, Aijun An, Xiaogang Wang, Michalis Faloutsos, Michael Schroeder
2007	J	`jnl`	Clustering large software systems at multiple layers. Inf. Softw. Technol. Bill Andreopoulos, Aijun An, Vassilios Tzerpos, Xiaogang Wang
2007	A	`conf`	Fast Counting with AV-Space for Efficient Rule Induction. SDM Linyan Wang, Aijun An
2007	J	`jnl`	Finding molecular complexes through multiple layer clustering of protein interaction networks. Int. J. Bioinform. Res. Appl. Bill Andreopoulos, Aijun An, Xiangji Huang, Xiaogang Wang
2007	B	`conf`	Hierarchical Density-Based Clustering of Categorical Data and a Simplification. PAKDD Bill Andreopoulos, Aijun An, Xiaogang Wang
2007	J	`jnl`	Personalized recommendation with adaptive mixture of markov models. J. Assoc. Inf. Sci. Technol. Yang Liu, Xiangji Huang, Aijun An
2007	—	`ed.`	Rough Sets, Fuzzy Sets, Data Mining and Granular Computing, 11th International Conference, RSFDGrC 2007, Toronto, Canada, May 14-16, 2007, Proceedings RSFDGrC Aijun An, Jerzy Stefanowski, Sheela Ramanna, Cory J. Butz, Witold Pedrycz, Guoyin Wang
2007	A*	`conf`	Transitional Patterns and Their Significant Milestones. ICDM Qian Wan, Aijun An
2007	—	`conf`	Translation and Rotation Invariant Mining of Frequent Trajectories: Application to Protein Unfolding Pathways. PAKDD Workshops Alexander Andreopoulos, Bill Andreopoulos, Aijun An, Xiaogang Wang
2006	A*	`conf`	A platform for Okapi-based contextual information retrieval. SIGIR Xiangji Huang, Miao Wen, Aijun An, Yan Rui Huang
2006	J	`jnl`	An efficient approach to mining indirect associations. J. Intell. Inf. Syst. Qian Wan, Aijun An
2006	A*	`conf`	Applying Data Mining to Pseudo-Relevance Feedback for High Performance Text Retrieval. ICDM Xiangji Huang, Yan Rui Huang, Miao Wen, Aijun An, Yang Liu, Josiah Poon
2006	J	`jnl`	Applying language modeling to session identification from database trace logs. Knowl. Inf. Syst. Xiangji Huang, Qingsong Yao, Aijun An
2006	J	`jnl`	Bi-level clustering of mixed categorical and numerical biomedical data. Int. J. Data Min. Bioinform. Bill Andreopoulos, Aijun An, Xiaogang Wang
2006	B	`conf`	Boosting Prediction Accuracy on Imbalanced Datasets with SVM Ensembles. PAKDD Yang Liu, Aijun An, Xiangji Huang
2006	Misc	`conf`	Efficient indirect association discovery using compact transaction databases. GrC Qian Wan, Aijun An
2006	J	`jnl`	Hierarchical grouping of association rules and its application to a real-world domain. Int. J. Syst. Sci. Aijun An, Shakil M. Khan, Xiangji Huang
2006	C	`conf`	Mining and Modeling Database User Access Patterns. ISMIS Qingsong Yao, Aijun An, Xiangji Huang
2006	—	`conf`	York University at TREC 2006: Enterprise Email Discussion Search. TREC Yu Fan, Xiangji Huang, Aijun An
2005	C	`conf`	A Distance-Based Algorithm for Clustering Database User Sessions. ISMIS Qingsong Yao, Aijun An, Xiangji Huang
2005	B	`conf`	A Machine Learning Approach to Identifying Database Sessions Using Unlabeled Data. DaWaK Qingsong Yao, Xiangji Huang, Aijun An
2005	—	`conf`	Clustering mixed numerical and low quality categorical data: significance metrics on a yeast example. IQIS Bill Andreopoulos, Aijun An, Xiaogang Wang
2005	Misc	`conf`	Compact transaction database for efficient frequent pattern mining. GrC Qian Wan, Aijun An
2005	Misc	`conf`	Evaluation and automatic selection of methods for handling missing data. GrC Ying Zou, Aijun An, Xiangji Huang
2005	B	`conf`	Finding and Analyzing Database User Sessions. DASFAA Qingsong Yao, Aijun An, Xiangji Huang
2005	—	`conf`	Multiple Layer Clustering of Large Software Systems. WCRE Bill Andreopoulos, Aijun An, Vassilios Tzerpos, Xiaogang Wang
2005	—	`conf`	Representing UML Snowflake Diagram from Integrating XML Data Using XML Schema. DEEC Yu Li, Aijun An
2005	—	`conf`	York University at TREC 2005: HARD Track. TREC Miao Wen, Xiangji Huang, Aijun An, Yan Rui Huang
2005	—	`conf`	York University at TREC 2005: SPAM Track. TREC Wei Cao, Aijun An, Xiangji Huang
2004	C	`conf`	Characterizing Database User's Access Patterns. DEXA Qingsong Yao, Aijun An
2004	—	`conf`	Clustering Web Surfers with Probabilistic Models in a Real Application. Web Intelligence Yang Liu, Xiangji Huang, Aijun An, Gary Promhouse
2004	J	`jnl`	Dynamic Web log session identification with statistical language models. J. Assoc. Inf. Sci. Technol. Xiangji Huang, Fuchun Peng, Aijun An, Dale Schuurmans
2004	J	`jnl`	Feature Selection with Rough Sets for Web Page Classification. Trans. Rough Sets Aijun An, Yanhui Huang, Xiangji Huang, Nick Cercone
2003	Misc	`conf`	Efficient Mining of Indirect Associations Using HI-Mine. AI Qian Wan, Aijun An
2003	A*	`conf`	Objective and Subjective Algorithms for Grouping Association Rules. ICDM Aijun An, Shakil M. Khan, Xiangji Huang
2003	—	`conf`	SQL-Relay: An Event-Driven Rule-Based Database Gateway. WAIM Qingsong Yao, Aijun An
2003	Misc	`conf`	Session Boundary Detection for Association Rule Learning Using n-Gram Language Models. AI Xiangji Huang, Fuchun Peng, Aijun An, Dale Schuurmans, Nick Cercone
2003	C	`conf`	Using User Access Patterns for Semantic Query Caching. DEXA Qingsong Yao, Aijun An
2002	A	`conf`	Comparison of interestingness functions for learning web usage patterns. CIKM Xiangji Huang, Nick Cercone, Aijun An
2002	A*	`conf`	Discovery of Interesting Association Rules from Livelink Web Log Data. ICDM Xiangji Huang, Aijun An, Nick Cercone, Gary Promhouse
2002	J	`jnl`	From Computational Intelligence to Web Intelligence. Computer Nick Cercone, Lijun Hou, Vlado Keselj, Aijun An, Kanlaya Naruedomkul, Xiaohua Hu
2001	Misc	`conf`	A Case Study for Learning from Imbalanced Data Sets. AI Aijun An, Nick Cercone, Xiangji Huang
2001	A*	`conf`	Comparisons of Classification Methods for Screening Potential Compounds. ICDM Aijun An, Yuanyuan Wang
2001	J	`jnl`	Rule Quality Measures for Rule Induction Systems: Description and Evaluation. Comput. Intell. Aijun An, Nick Cercone
2000	Misc	`conf`	CViz: An Interactive Visualization System for Rule Induction. AI Jianchao Han, Aijun An, Nick Cercone
2000	J	`jnl`	Probability-Based Chinese Text Processing and Retrieval. Comput. Intell. Xiangji Huang, Stephen E. Robertson, Nick Cercone, Aijun An
2000	C	`conf`	Rule Quality Measures Improve the Accuracy of Rule Induction: An Experimental Approach. ISMIS Aijun An, Nick Cercone
1999	—	`conf`	An Empirical Study on Rule Quality Measures. RSFDGrC Aijun An, Nick Cercone
1999	B	`conf`	Discretization of Continuous Attributes for Learning Classification Rules. PAKDD Aijun An, Nick Cercone
1999	C	`conf`	ORTES: The Design of a Real-Time Control Expert System. ISMIS Aijun An, Nick Cercone, Christine W. Chan
1999	J	`jnl`	Rule-Induction and Case-Based Reasoning: Hybrid Architectures Appear Advantageous. IEEE Trans. Knowl. Data Eng. Nick Cercone, Aijun An, Christine W. Chan
1998	—	`conf`	ELEM2: A Learning System for More Accurate Classifications. Canadian AI Aijun An, Nick Cercone
1997	J	`jnl`	Applying Knowledge Discovery to Predict Water-Supply Consumption. IEEE Expert Aijun An, Christine W. Chan, Ning Shan, Nick Cercone, Wojciech Ziarko
1997	C	`conf`	Integrating Rule Induction and Case-Based Reasoning to Enhance Problem Solving. ICCBR Aijun An, Nick Cercone, Christine W. Chan
1994	—	`conf`	Object-Oriented Modelling and Simulation of an Expert System for Monitoring and Control of a Water Distribution System. OOIS Christine W. Chan, Nick Cercone, Aijun An, Paitoon Tontiwachwuthikul