Jimmy Huang

Orcid: 0000-0003-1292-1491

Affiliations:
  • York University, Toronto, Canada


According to our database1, Jimmy Huang authored at least 271 papers between 1996 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2024
One Subgraph for All: Efficient Reasoning on Opening Subgraphs for Inductive Knowledge Graph Completion.
IEEE Trans. Knowl. Data Eng., December, 2024

CGKPN: Cross-Graph Knowledge Propagation Network with Adaptive Connection for Reasoning-Based Machine Reading Comprehension.
ACM Trans. Intell. Syst. Technol., August, 2024

Utilizing BERT for Information Retrieval: Survey, Applications, Resources, and Challenges.
ACM Comput. Surv., July, 2024

Utilizing passage-level relevance and kernel pooling for enhancing BERT-based document reranking.
Comput. Intell., June, 2024

Number-enhanced representation with hierarchical recursive tree decoding for math word problem solving.
Inf. Process. Manag., March, 2024

Learning dual disentangled representation with self-supervision for temporal knowledge graph reasoning.
Inf. Process. Manag., March, 2024

Dependent Task Scheduling Using Parallel Deep Neural Networks in Mobile Edge Computing.
J. Grid Comput., March, 2024

A semantically enhanced text retrieval framework with abstractive summarization.
Comput. Intell., February, 2024

Exploring ChatGPT for next-generation information retrieval: Opportunities and challenges.
Web Intell., 2024

Learning Dynamic and Static Representations for Extrapolation-Based Temporal Knowledge Graph Reasoning.
IEEE ACM Trans. Audio Speech Lang. Process., 2024

Topic-aware response selection for dialog systems.
Nat. Lang. Process. J., 2024

IGMG: Instance-guided multi-granularity for domain generalizable person re-identification.
Comput. Vis. Image Underst., 2024

A Survey on Bundle Recommendation: Methods, Applications, and Challenges.
CoRR, 2024

Review-based Recommender Systems: A Survey of Approaches, Challenges and Future Perspectives.
CoRR, 2024

A Survey on Retrieval-Augmented Text Generation for Large Language Models.
CoRR, 2024

A comprehensive evaluation of large Language models on benchmark biomedical text processing tasks.
Comput. Biol. Medicine, 2024

MTMS: Multi-teacher Multi-stage Knowledge Distillation for Reasoning-Based Machine Reading Comprehension.
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

MealRec<sup>+</sup>: A Meal Recommendation Dataset with Meal-Course Affiliation for Personalization and Healthiness.
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

A Systematic Survey and Critical Review on Evaluating Large Language Models: Challenges, Limitations, and Recommendations.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2023
Incorporating global-local neighbors with Gaussian mixture embedding for few-shot knowledge graph completion.
Expert Syst. Appl., December, 2023

Learning to Ask: Conversational Product Search via Representation Learning.
ACM Trans. Inf. Syst., April, 2023

TARGAT: A Time-Aware Relational Graph Attention Model for Temporal Knowledge Graph Embedding.
IEEE ACM Trans. Audio Speech Lang. Process., 2023

SPRF: A semantic Pseudo-relevance Feedback enhancement for information retrieval via ConceptNet.
Knowl. Based Syst., 2023

How to Approach Ambiguous Queries in Conversational Search: A Survey of Techniques, Approaches, Tools, and Challenges.
ACM Comput. Surv., 2023

CQSumDP: A ChatGPT-Annotated Resource for Query-Focused Abstractive Summarization Based on Debatepedia.
CoRR, 2023

Term dependency extraction using rule-based Bayesian Network for medical image retrieval.
Artif. Intell. Medicine, 2023

Prompt Learning to Mitigate Catastrophic Forgetting in Cross-lingual Transfer for Open-domain Dialogue Generation.
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

A Dynamic and Task-Independent Reward Shaping Approach for Discrete Partially Observable Markov Decision Processes.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2023

Can Large Language Models Fix Data Annotation Errors? An Empirical Study Using Debatepedia for Query-Focused Text Summarization.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Diversified Prior Knowledge Enhanced General Language Model for Biomedical Information Retrieval.
Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

TAMG: Topology-Aware Multi-GPU Allocation via Deep Reinforcement Learning.
Proceedings of the 33rd Annual International Conference on Computer Science and Software Engineering, 2023

Evaluation of ChatGPT on Biomedical Tasks: A Zero-Shot Comparison with Fine-Tuned Generative Transformers.
Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks, 2023

Emergency Department Wait Time Forecast based on Semantic and Time Series Patterns in COVID-19 Pandemic.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

IsoGloVe: A New Count-based Graph Embedding Method based on Geodesic Distance.
Proceedings of the 36th Canadian Conference on Artificial Intelligence, 2023

Learning Query Adaptive Anchor Representation for Inductive Relation Prediction.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

A Systematic Study and Comprehensive Evaluation of ChatGPT on Benchmark Datasets.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022
Are Topics Interesting or Not? An LDA-based Topic-graph Probabilistic Model for Web Search Personalization.
ACM Trans. Inf. Syst., 2022

Dual Gated Graph Attention Networks with Dynamic Iterative Training for Cross-Lingual Entity Alignment.
ACM Trans. Inf. Syst., 2022

HGEN: Learning Hierarchical Heterogeneous Graph Encoding for Math Word Problem Solving.
IEEE ACM Trans. Audio Speech Lang. Process., 2022

Generating Factoid Questions with Question Type Enhanced Representation and Attention-based Copy Mechanism.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2022

Image Translation by Ad CycleGAN for COVID-19 X-Ray Images: A New Approach for Controllable GAN.
Sensors, 2022

STCA: Utilizing a spatio-temporal cross-attention network for enhancing video person re-identification.
Image Vis. Comput., 2022

GFCNet: Utilizing graph feature collection networks for coronavirus knowledge graph embeddings.
Inf. Sci., 2022

ARL: An adaptive reinforcement learning framework for complex question answering over knowledge base.
Inf. Process. Manag., 2022

An efficiency relation-specific graph transformation network for knowledge graph representation learning.
Inf. Process. Manag., 2022

A probabilistic framework for integrating sentence-level semantics via BERT into pseudo-relevance feedback.
Inf. Process. Manag., 2022

Bert-QAnet: BERT-encoded hierarchical question-answer cross-attention network for duplicate question detection.
Neurocomputing, 2022

Domain Adaptation with Pre-trained Transformers for Query-Focused Abstractive Text Summarization.
Comput. Linguistics, 2022

York University at TREC 2022: Deep Learning Track.
Proceedings of the Thirty-First Text REtrieval Conference, 2022

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

Complexity Analysis of Green Pickup-and-Delivery Problems on Ring Structures.
Proceedings of the 35th Canadian Conference on Artificial Intelligence, Toronto, Ontario, 2022

2021
Neural Attention Frameworks for Explainable Recommendation.
IEEE Trans. Knowl. Data Eng., 2021

Extending Isolation Forest for Anomaly Detection in Big Data via K-Means.
ACM Trans. Cyber Phys. Syst., 2021

Hierarchical Neighbor Propagation With Bidirectional Graph Attention Network for Relation Prediction.
IEEE ACM Trans. Audio Speech Lang. Process., 2021

Global optimization with one-class classification-assisted selection.
Swarm Evol. Comput., 2021

DFM: A parameter-shared deep fused model for knowledge base question answering.
Inf. Sci., 2021

MASAD: A large-scale dataset for multimodal aspect-based sentiment analysis.
Neurocomputing, 2021

York University at TREC 2021: Deep Learning Track.
Proceedings of the Thirtieth Text REtrieval Conference, 2021

CANs: Coupled-Attention Networks for Sarcasm Detection on Social Media.
Proceedings of the International Joint Conference on Neural Networks, 2021

Cycle-Consistent Adversarial Network with Criterion for COVID-19 Chest X-ray Image Generation.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

Adaptive Cycle-consistent Adversarial Network for Malaria Blood Cell Image Synthetization.
Proceedings of the 50th IEEE Applied Imagery Pattern Recognition Workshop, 2021

Graph-Enhanced Multi-Task Learning of Multi-Level Transition Dynamics for Session-based Recommendation.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

A Complexity-theoretic Analysis of Green Pickup-and-Delivery Problems.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Neural Feature-aware Recommendation with Signed Hypergraph Convolutional Network.
ACM Trans. Inf. Syst., 2020

SK-GCN: Modeling Syntax and Knowledge via Graph Convolutional Network for aspect-level sentiment classification.
Knowl. Based Syst., 2020

A simple kernel co-occurrence-based enhancement for pseudo-relevance feedback.
J. Assoc. Inf. Sci. Technol., 2020

Position-aware hierarchical transfer model for aspect-level sentiment classification.
Inf. Sci., 2020

Boosting evolutionary optimization via fuzzy-classification-assisted selection.
Inf. Sci., 2020

Utilizing Bidirectional Encoder Representations from Transformers for Answer Selection.
CoRR, 2020

A topic-based term frequency normalization framework to enhance probabilistic information retrieval.
Comput. Intell., 2020

Is position important? deep multi-task learning for aspect-based sentiment analysis.
Appl. Intell., 2020

Neural Interactive Collaborative Filtering.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

KERL: A Knowledge-Guided Reinforcement Learning Model for Sequential Recommendation.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Contextualized Embeddings based Transformer Encoder for Sentence Similarity Modeling in Answer Selection Task.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

Modeling Multi-aspect Relationship with Joint Learning for Aspect-Level Sentiment Classification.
Proceedings of the Database Systems for Advanced Applications, 2020

A Contextual Alignment Enhanced Cross Graph Attention Network for Cross-lingual Entity Alignment.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

WSL-DS: Weakly Supervised Learning with Distant Supervision for Query Focused Multi-Document Abstractive Summarization.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

Enhancing Automated COVID-19 Chest X-ray Diagnosis by Image-to-Image GAN Translation.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

Query Focused Abstractive Summarization via Incorporating Query Relevance and Transfer Learning with Transformer Models.
Proceedings of the Advances in Artificial Intelligence, 2020

ReInceptionE: Relation-Aware Inception Network with Joint Local-Global Structural Information for Knowledge Graph Embedding.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019
Text Filtering through Multi-Pattern Matching: A Case Study of Wu-Manber-Uy on the Language of Uyghur.
Inf., 2019

Deep generative learning for automated EHR diagnosis of traditional Chinese medicine.
Comput. Methods Programs Biomed., 2019

Deep Learning for Aspect-Level Sentiment Classification: Survey, Vision, and Challenges.
IEEE Access, 2019

DSPF: A Digital Signal Processing Based Framework for Information Retrieval.
IEEE Access, 2019

A New Digital Signal Processing Based Model With Multi-Aspect Term Frequency for Information Retrieval.
IEEE Access, 2019

Parrot: A Python-based Interactive Platform for Information Retrieval Research.
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

On Computational Complexity of Pickup-and-Delivery Problems with Precedence Constraints or Time Windows.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

A classification-based selection for evolutionary optimization.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

Patient Entity Recognition by Automatic EHR Context Understanding and Deep Learning.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

2018
TAKer: Fine-Grained Time-Aware Microblog Search with Kernel Density Estimation.
IEEE Trans. Knowl. Data Eng., 2018

Modeling Queries with Contextual Snippets for Information Retrieval.
ACM Trans. Intell. Syst. Technol., 2018

MF-Re-Rank: A modality feature-based Re-Ranking model for medical image retrieval.
J. Assoc. Inf. Sci. Technol., 2018

BRBcast: A new approach to belief rule-based system parameter learning via extended causal strength logic.
Inf. Sci., 2018

Mining authoritative and topical evidence from the blogosphere for improving opinion retrieval.
Inf. Syst., 2018

A New Term Frequency Normalization Model for Probabilistic Information Retrieval.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

A Best Match KNN-based Approach for Large-scale Product Categorization.
Proceedings of the SIGIR 2018 Workshop On eCommerce co-located with the 41st International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2018), 2018

CAN: Enhancing Sentence Similarity Modeling with Collaborative and Adversarial Network.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

StatBM25: An Aggregative and Statistical Approach for Document Ranking.
Proceedings of the 2018 ACM SIGIR International Conference on Theory of Information Retrieval, 2018

Levenshtein in Blocks World: String Matching via AI Planning.
Proceedings of the 2018 ACM SIGIR International Conference on Theory of Information Retrieval, 2018

OurDirection: An Interactive Dialogue Framework For Chatting with Government Officials.
Proceedings of the ACM Symposium on Document Engineering 2018, 2018

Character-Based N-gram Model for Uyghur Text Retrieval.
Proceedings of the Biometric Recognition - 13th Chinese Conference, 2018

CA-RNN: Using Context-Aligned Recurrent Neural Networks for Modeling Sentence Similarity.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Modeling and Mining Domain Shared Knowledge for Sentiment Analysis.
ACM Trans. Inf. Syst., 2017

Modeling and Learning Distributed Word Representation with Metadata for Question Retrieval.
IEEE Trans. Knowl. Data Eng., 2017

Correction to: pART2: using adaptive resonance theory for web caching prefetching.
Neural Comput. Appl., 2017

pART2: using adaptive resonance theory for web caching prefetching.
Neural Comput. Appl., 2017

A Semantically Enriched Context-Aware Stemming Algorithm.
J. Integr. Des. Process. Sci., 2017

Mining correlations between medically dependent features and image retrieval models for query classification.
J. Assoc. Inf. Sci. Technol., 2017

geNov: A new metric for measuring novelty and relevancy in biomedical information retrieval.
J. Assoc. Inf. Sci. Technol., 2017

Enhancing Recurrent Neural Networks with Positional Attention for Question Answering.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

A Data Mining Framework for Valuing Large Portfolios of Variable Annuities.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

On the Effectiveness of Bayesian Network-based Models for Document Ranking.
Proceedings of the ACM SIGIR International Conference on Theory of Information Retrieval, 2017

Learning to Re-rank Medical Images Using a Bayesian Network-Based Thesaurus.
Proceedings of the Advances in Information Retrieval, 2017

2016
TopPRF: A Probabilistic Framework for Integrating Topic Space into Pseudo Relevance Feedback.
ACM Trans. Inf. Syst., 2016

A learning to rank approach for quality-aware pseudo-relevance feedback.
J. Assoc. Inf. Sci. Technol., 2016

Exploiting Semantic Coherence Features for Information Retrieval.
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

Ranking Documents Through Stochastic Sampling on Bayesian Network-based Models: A Pilot Study.
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

A Simple Enhancement for Ad-hoc Information Retrieval via Topic Modelling.
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

CNN-based image analysis for malaria diagnosis.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016

Towards a Formal Account of the Dynamics of Knowledge and Context in Surgical Rooms for the Practice of Surgical Safety CheckLists.
Proceedings of the AMIA 2016, 2016

Bi-Transferring Deep Neural Networks for Domain Adaptation.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

2015
Using Term Location Information to Enhance Probabilistic Information Retrieval.
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

York University at CLEF 2015 eHealth : Medical Document Retrieval.
Proceedings of the Working Notes of CLEF 2015, 2015

Discovery of the relations between genetic polymorphism and adverse drug reactions.
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015

2014
Modeling Term Associations for Probabilistic Information Retrieval.
ACM Trans. Inf. Syst., 2014

Mining network data for intrusion detection through combining SVMs with ant colony networks.
Future Gener. Comput. Syst., 2014

An enhanced context-sensitive proximity model for probabilistic information retrieval.
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

A simple term frequency transformation model for effective pseudo relevance feedback.
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

Bringing Information Retrieval into Crowdsourcing: A Case Study.
Proceedings of the Advances in Information Retrieval, 2014

Apprentissage de classification des requêtes basée sur la confiance et la couverture.
Proceedings of the CORIA 2014, 2014

Task 3a: Team YORKU.
Proceedings of the Working Notes for CLEF 2014 Conference, 2014

Stroke unit of integrative medicine for post stroke comorbid anxiety and depression: A systematic review and meta-analysis of 25 randomized controlled trials.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014

Cloud computing and its decision-making for medical and health informatization in the context of big data.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014

Deep learning for healthcare decision making with EMRs.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014

A semi-informative aware approach using topic model for medical search.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014

2013
Riding the tide of sentiment change: sentiment analysis with evolving online reviews.
World Wide Web, 2013

A Survival Modeling Approach to Biomedical Search Result Diversification Using Wikipedia.
IEEE Trans. Knowl. Data Eng., 2013

Enhancing genomics Information Retrieval through Dimensional Analysis.
J. Bioinform. Comput. Biol., 2013

Modeling geographic, temporal, and proximity contexts for improving geotemporal search.
J. Assoc. Inf. Sci. Technol., 2013

High performance query expansion using adaptive co-training.
Inf. Process. Manag., 2013

Mining query-driven contexts for geographic and temporal search.
Int. J. Geogr. Inf. Sci., 2013

York University at TREC 2013: Contextual Suggestion Track.
Proceedings of The Twenty-Second Text REtrieval Conference, 2013

Leveraging conceptual lexicon: query disambiguation using proximity information for patent retrieval.
Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

Exploiting semantics for improving clinical information retrieval.
Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

Boosting novelty for biomedical information retrieval through probabilistic latent semantic analysis.
Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

Using Semantic-Based Association Rule Mining for Improving Clinical Text Retrieval.
Proceedings of the Health Information Science - Second International Conference, 2013

Correlating medical-dependent query features with image retrieval models using association rules.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

A sparse Bayesian multi-instance multi-label model for skin biopsy image analysis.
Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013

Promoting electronic health record search through a time-aware approach.
Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013

Expoliting rich features for promoting diversity in biomedical information retrieval.
Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013

Improving prediction accuracy of influenza-like illnesses in hospital emergency departments.
Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013

Evidence-based decision support for the clinical practice of acupuncture: Data mining approaches.
Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013

A semantic feature space for disease prediction.
Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013

Augmenting LASSO regression with decision tree for identifying the correlation of genetic polymorphism and adverse events.
Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013

2012
Mining Online Reviews for Predicting Sales Performance: A Case Study in the Movie Domain.
IEEE Trans. Knowl. Data Eng., 2012

Mining a multilingual association dictionary from Wikipedia for cross-language information retrieval.
J. Assoc. Inf. Sci. Technol., 2012

Special issue on advances in web intelligence.
Neurocomputing, 2012

Spam filtering using semantic similarity approach and adaptive BPNN.
Neurocomputing, 2012

Re-ranking with context for high-performance biomedical information retrieval.
Int. J. Data Min. Bioinform., 2012

Modeling and mining term association for improving biomedical information retrieval performance.
BMC Bioinform., 2012

York University at TREC 2012: Microblog Track.
Proceedings of The Twenty-First Text REtrieval Conference, 2012

York University at TREC 2012: Medical Records Track.
Proceedings of The Twenty-First Text REtrieval Conference, 2012

Rewarding term location information to enhance probabilistic information retrieval.
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

A hybrid model for ad-hoc information retrieval.
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

Proximity-based rocchio's model for pseudo relevance.
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

A Bayesian-based prediction model for personalized medical health care.
Proceedings of the 2012 IEEE International Conference on Bioinformatics and Biomedicine, 2012

2011
Finding a good query-related topic for boosting pseudo-relevance feedback.
J. Assoc. Inf. Sci. Technol., 2011

Modeling term proximity for probabilistic information retrieval models.
Inf. Sci., 2011

Mining and modeling linkage information from citation context for improving biomedical literature retrieval.
Inf. Process. Manag., 2011

Combining integrated sampling with SVM ensembles for learning from imbalanced datasets.
Inf. Process. Manag., 2011

Incorporating rich features to boost information retrieval performance: A SVM-regression based re-ranking approach.
Expert Syst. Appl., 2011

Special Issue Review: Neurocomputing - Special Issue on Advances in Web Intelligence.
IEEE Intell. Informatics Bull., 2011

Promoting ranking diversity for genomics search with relevance-novelty combined model.
BMC Bioinform., 2011

A robust approach to optimizing multi-source information for enhancing genomics retrieval performance.
BMC Bioinform., 2011

Search beyond Traditional Probabilistic Information Retrieval.
Proceedings of the 2011 IEEE/WIC/ACM International Conference on Web Intelligence, 2011

Overview of the TREC 2011 Chemical IR Track.
Proceedings of The Twentieth Text REtrieval Conference, 2011

York University at TREC 2011: Medical Records Track.
Proceedings of The Twentieth Text REtrieval Conference, 2011

Enhancing ad-hoc relevance weighting using probability density estimation.
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

CRTER: using cross terms to enhance probabilistic information retrieval.
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

A Bayesian network approach to context sensitive query expansion.
Proceedings of the 2011 ACM Symposium on Applied Computing (SAC), TaiChung, Taiwan, March 21, 2011

A Term Association Approach for Genomics Information Retrieval.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2011

Promoting Ranking Diversity for Biomedical Information Retrieval Based on LDA.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2011

Evaluation of Chemical Information Retrieval Tools.
Proceedings of the Current Challenges in Patent Information Retrieval, 2011

2010
Integrating multiple document features in language models for expert finding.
Knowl. Inf. Syst., 2010

Passage extraction and result combination for genomics information retrieval.
J. Intell. Inf. Syst., 2010

A quality-aware model for sales prediction using reviews.
Proceedings of the 19th International Conference on World Wide Web, 2010

York_University at TRECVID 2010.
Proceedings of the TRECVID 2010 workshop participants notebook papers, 2010

TREC-CHEM 2010.
Proceedings of The Nineteenth Text REtrieval Conference, 2010

S-PLASA+: adaptive sentiment analysis with application to sales performance prediction.
Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010

Medical search and classification tools for recommendation.
Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010

Promoting Ranking Diversity for Biomedical Information Retrieval Using Wikipedia.
Proceedings of the Advances in Information Retrieval, 2010

Optimal IR: How Far Away?
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2010

A Time Series Based Method for Analyzing and Predicting Personalized Medical Data.
Proceedings of the Brain Informatics, International Conference, 2010

A relevance-novelty combined model for genomics search result diversification.
Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine, 2010

Exploring a multi-source fusion approach for genomics information retrieval.
Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine, 2010

Genomics information retrieval using a Bayesian model for learning and re-ranking.
Proceedings of the First ACM International Conference on Bioinformatics and Computational Biology, 2010

Exploring Social Annotation Tags to Enhance Information Retrieval Performance.
Proceedings of the Active Media Technology, 6th International Conference, 2010

Enhancing Content-Based Image Retrieval Using Machine Learning Techniques.
Proceedings of the Active Media Technology, 6th International Conference, 2010

Revisiting Rocchio's Relevance Feedback Algorithm for Probabilistic Models.
Proceedings of the Information Retrieval Technology, 2010

2009
Web Usage Mining with Web Logs.
Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

TREC-CHEM: large scale chemical information retrieval evaluation at TREC.
SIGIR Forum, 2009

York University at TREC 2009: Chemical Track.
Proceedings of The Eighteenth Text REtrieval Conference, 2009

York University at TREC 2009: Relevance Feedback Track.
Proceedings of The Eighteenth Text REtrieval Conference, 2009

Overview of the TREC 2009 Chemical IR Track.
Proceedings of The Eighteenth Text REtrieval Conference, 2009

A graph-based approach to mining multilingual word associations from wikipedia.
Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009

A bayesian learning approach to promoting diversity in ranking for biomedical information retrieval.
Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009

Boosting Biomedical Information Retrieval Performance through Citation Graph: An Empirical Study.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2009

Towards A Better Performance for Medical Image Retrieval Using An Integrated Approach.
Proceedings of the Working Notes for CLEF 2009 Workshop co-located with the 13th European Conference on Digital Libraries (ECDL 2009) , Corfù, Greece, September 30, 2009

An Integrated Approach for Medical Image Retrieval through Combining Textual and Visual Features.
Proceedings of the Multilingual Information Access Evaluation II. Multimedia Experiments, 2009

Diverging patterns: discovering significant frequency change dissimilarities in large databases.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

BioCLink: A Probabilistic Approach for Improving Genomics Search with Citation Links.
Proceedings of the 2009 IEEE International Conference on Bioinformatics and Biomedicine, 2009

Towards a Better Ranking for Biomedical Information Retrieval Using Context.
Proceedings of the 2009 IEEE International Conference on Bioinformatics and Biomedicine, 2009

Discovering Temporal Associations among Significant Changes in Gene Expression.
Proceedings of the 2009 IEEE International Conference on Bioinformatics and Biomedicine, 2009

2008
HelpMeter: A Nonlinear Model for Predicting the Helpfulness of Online Reviews.
Proceedings of the 2008 IEEE / WIC / ACM International Conference on Web Intelligence, 2008

York University at TREC 2008: Blog Track.
Proceedings of The Seventeenth Text REtrieval Conference, 2008

A reranking model for genomics aspect search.
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008

A Dynamic Window Based Passage Extraction Algorithm for Genomics Information Retrieval.
Proceedings of the Foundations of Intelligent Systems, 17th International Symposium, 2008

Modeling and Predicting the Helpfulness of Online Reviews.
Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Machine Learning Approaches to Information Retrieval and its Applications to the Web, Medical Informatics and Health Care.
Proceedings of the 2008 IEEE International Conference on Granular Computing, 2008

Integration of Genomic, Proteomic and Biomedical Information on the Semantic Web.
Proceedings of the Advances in Conceptual Modeling - Challenges and Opportunities, 2008

Modeling document features for expert finding.
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

2007
Machine learning for Asian language text classification.
J. Documentation, 2007

Personalized recommendation with adaptive mixture of markov models.
J. Assoc. Inf. Sci. Technol., 2007

Comparison of Interestingness Measures for Web Usage Mining: an Empirical Study.
Int. J. Inf. Technol. Decis. Mak., 2007

Finding molecular complexes through multiple layer clustering of protein interaction networks.
Int. J. Bioinform. Res. Appl., 2007

Knowledge Retrieval (KR).
Proceedings of the 2007 IEEE / WIC / ACM International Conference on Web Intelligence, 2007

York University at TREC 2007: Genomics Track.
Proceedings of The Sixteenth Text REtrieval Conference, 2007

York University at TREC 2007: Enterprise Document Search.
Proceedings of The Sixteenth Text REtrieval Conference, 2007

ARSA: a sentiment-aware model for predicting sales performance using blogs.
Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007

2006
Applying language modeling to session identification from database trace logs.
Knowl. Inf. Syst., 2006

Hierarchical grouping of association rules and its application to a real-world domain.
Int. J. Syst. Sci., 2006

York University at TREC 2006: Legal Track.
Proceedings of the Fifteenth Text REtrieval Conference, 2006

York University at TREC 2006: Genomics Track.
Proceedings of the Fifteenth Text REtrieval Conference, 2006

York University at TREC 2006: Enterprise Email Discussion Search.
Proceedings of the Fifteenth Text REtrieval Conference, 2006

Concept-based biomedical text retrieval.
Proceedings of the SIGIR 2006: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2006

A platform for Okapi-based contextual information retrieval.
Proceedings of the SIGIR 2006: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2006

Boosting Prediction Accuracy on Imbalanced Datasets with SVM Ensembles.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2006

Mining and Modeling Database User Access Patterns.
Proceedings of the Foundations of Intelligent Systems, 16th International Symposium, 2006

Applying Data Mining to Pseudo-Relevance Feedback for High Performance Text Retrieval.
Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

An effective extension to okapi for biomedical text mining.
Proceedings of the 2006 IEEE International Conference on Granular Computing, 2006

A multilevel searching and re-ranking framework for information retrieval.
Proceedings of the 2006 IEEE International Conference on Granular Computing, 2006

2005
York University at TREC 2005: HARD Track.
Proceedings of the Fourteenth Text REtrieval Conference, 2005

York University at TREC 2005: Terabyte Track.
Proceedings of the Fourteenth Text REtrieval Conference, 2005

York University at TREC 2005: Genomics Track.
Proceedings of the Fourteenth Text REtrieval Conference, 2005

York University at TREC 2005: SPAM Track.
Proceedings of the Fourteenth Text REtrieval Conference, 2005

A dual index model for contextual information retrieval.
Proceedings of the SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2005

Boosting performance of bio-entity recognition by combining results from multiple systems.
Proceedings of the 5th international workshop on Bioinformatics, 2005

A Distance-Based Algorithm for Clustering Database User Sessions.
Proceedings of the Foundations of Intelligent Systems, 15th International Symposium, 2005

Evaluation and automatic selection of methods for handling missing data.
Proceedings of the 2005 IEEE International Conference on Granular Computing, 2005

Using contextual information to improve retrieval performance.
Proceedings of the 2005 IEEE International Conference on Granular Computing, 2005

A Machine Learning Approach to Identifying Database Sessions Using Unlabeled Data.
Proceedings of the Data Warehousing and Knowledge Discovery, 2005

Finding and Analyzing Database User Sessions.
Proceedings of the Database Systems for Advanced Applications, 2005

2004
Feature Selection with Rough Sets for Web Page Classification.
Trans. Rough Sets, 2004

Dynamic Web log session identification with statistical language models.
J. Assoc. Inf. Sci. Technol., 2004

Clustering Web Surfers with Probabilistic Models in a Real Application.
Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2004), 2004

York University at TREC 2004: HARD and Genomics Tracks.
Proceedings of the Thirteenth Text REtrieval Conference, 2004

2003
Applying Machine Learning to Text Segmentation for Information Retrieval.
Inf. Retr., 2003

Organizing knowledge and political process: reconfiguration in the context of BPR.
Int. J. Internet Enterp. Manag., 2003

Text classification in Asian languages without word segmentation.
Proceedings of the Sixth International Workshop on Information Retrieval with Asian Languages, 2003

Objective and Subjective Algorithms for Grouping Association Rules.
Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), 2003

Session Boundary Detection for Association Rule Learning Using n-Gram Language Models.
Proceedings of the Advances in Artificial Intelligence, 2003

2002
Using self-supervised word segmentation in Chinese information retrieval.
Proceedings of the SIGIR 2002: Proceedings of the 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2002

Waterloo at NTCIR-3: Using Self-supervised Word Segmentation.
Proceedings of the Third NTCIR Workshop on Research in Information Retrieval, 2002

Discovery of Interesting Association Rules from Livelink Web Log Data.
Proceedings of the 2002 IEEE International Conference on Data Mining (ICDM 2002), 2002

Investigating the Relationship between Word Segmentation Performance and Retrieval Performance in Chinese IR.
Proceedings of the 19th International Conference on Computational Linguistics, 2002

Comparison of interestingness functions for learning web usage patterns.
Proceedings of the 2002 ACM CIKM International Conference on Information and Knowledge Management, 2002

2001
A Case Study for Learning from Imbalanced Data Sets.
Proceedings of the Advances in Artificial Intelligence, 2001

2000
Probability-Based Chinese Text Processing and Retrieval.
Comput. Intell., 2000

1997
Application of probabilistic methods to Chinese.
J. Documentation, 1997

Okapi Chinese Text Retrieval Experiments at TREC-6.
Proceedings of The Sixth Text REtrieval Conference, 1997

1996
Okapi at TREC-5.
Proceedings of The Fifth Text REtrieval Conference, 1996


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