Martin Ester
Orcid: 0000-0001-7732-2815Affiliations:
- Simon Fraser University, Burnaby, Canada
According to our database1,
Martin Ester
authored at least 192 papers
between 1985 and 2024.
Collaborative distances:
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Online presence:
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on zbmath.org
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on orcid.org
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on cs.sfu.ca
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on dl.acm.org
On csauthors.net:
Bibliography
2024
Phenotype prediction from single-cell RNA-seq data using attention-based neural networks.
Bioinform., February, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
IEEE Trans. Knowl. Data Eng., 2023
2022
ACM Trans. Inf. Syst., 2022
SCHAIN-IRAM: An Efficient and Effective Semi-Supervised Clustering Algorithm for Attributed Heterogeneous Information Networks.
IEEE Trans. Knowl. Data Eng., 2022
A Comprehensive Survey on Deep Clustering: Taxonomy, Challenges, and Future Directions.
CoRR, 2022
2021
ACM Trans. Inf. Syst., 2021
Out-of-distribution generalization from labelled and unlabelled gene expression data for drug response prediction.
Nat. Mach. Intell., 2021
CoRR, 2021
Bioinform., 2021
Drug sensitivity prediction from cell line-based pharmacogenomics data: guidelines for developing machine learning models.
Briefings Bioinform., 2021
Proceedings of the Biocomputing 2021: Proceedings of the Pacific Symposium, 2021
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021
2020
Combining Domain-Specific Meta-Learners in the Parameter Space for Cross-Domain Few-Shot Classification.
CoRR, 2020
AITL: Adversarial Inductive Transfer Learning with input and output space adaptation for pharmacogenomics.
Bioinform., 2020
Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020
CAST: A Correlation-based Adaptive Spectral Clustering Algorithm on Multi-scale Data.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
ACM Trans. Inf. Syst., 2019
Tissue-Specific Subcellular Localization Prediction Using Multi-Label Markov Random Fields.
IEEE ACM Trans. Comput. Biol. Bioinform., 2019
PLoS Comput. Biol., 2019
MOLI: multi-omics late integration with deep neural networks for drug response prediction.
Bioinform., 2019
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019
2018
Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018
Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018
CoRR, 2018
Bioinform., 2018
Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018
Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018
Proceedings of the IEEE International Conference on Data Mining, 2018
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018
Modeling Users' Exposure with Social Knowledge Influence and Consumption Influence for Recommendation.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018
2017
ACM Trans. Database Syst., 2017
IEEE Trans. Knowl. Data Eng., 2017
SimBoost: a read-across approach for predicting drug-target binding affinities using gradient boosting machines.
J. Cheminformatics, 2017
Proceedings of the 26th International Conference on World Wide Web, 2017
Proceedings of the 26th International Conference on World Wide Web, 2017
Proceedings of the 2017 IEEE International Conference on Healthcare Informatics, 2017
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017
Bayesian Collective Markov Random Fields for Subcellular Localization Prediction of Human Proteins.
Proceedings of the 8th ACM International Conference on Bioinformatics, 2017
2016
ACM Trans. Knowl. Discov. Data, 2016
Proceedings of the 25th International Conference on World Wide Web, 2016
Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, 2016
Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, 2016
Proceedings of the Biocomputing 2016: Proceedings of the Pacific Symposium, 2016
The Million Domain Challenge: Broadcast Email Prioritization by Cross-domain Recommendation.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016
Proceedings of the IEEE Conference on Intelligence and Security Informatics, 2016
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016
Recommending Groups to Users Using User-Group Engagement and Time-Dependent Matrix Factorization.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016
2015
Proceedings of the 24th International Conference on World Wide Web Companion, 2015
FLAME: A Probabilistic Model Combining Aspect Based Opinion Mining and Collaborative Filtering.
Proceedings of the Eighth ACM International Conference on Web Search and Data Mining, 2015
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015
2014
Encyclopedia of Social Network Analysis and Mining, 2014
Encyclopedia of Social Network Analysis and Mining, 2014
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014
Social Topic Modeling for Point-of-Interest Recommendation in Location-Based Social Networks.
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014
Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2014
Who Also Likes It? Generating the Most Persuasive Social Explanations in Recommender Systems.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014
2013
IEEE Trans. Knowl. Data Eng., 2013
Proceedings of the 22nd International World Wide Web Conference, 2013
Proceedings of the Seventh ACM Conference on Recommender Systems, 2013
Proceedings of the Seventh ACM Conference on Recommender Systems, 2013
Proceedings of the Seventh ACM Conference on Recommender Systems, 2013
Proceedings of the 7th Workshop on Social Network Mining and Analysis, 2013
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013
Density-Based Clustering.
Proceedings of the Data Clustering: Algorithms and Applications, 2013
2012
IEEE Trans. Knowl. Data Eng., 2012
ETF: extended tensor factorization model for personalizing prediction of review helpfulness.
Proceedings of the Fifth International Conference on Web Search and Web Data Mining, 2012
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012
Proceedings of the 12th IEEE International Conference on Data Mining, 2012
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2012
Learning the Strength of the Factors Influencing User Behavior in Online Social Networks.
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2012
2011
Proceedings of the Counterterrorism and Open Source Intelligence, 2011
Bioinform., 2011
Modeling the temporal dynamics of social rating networks using bidirectional effects of social relations and rating patterns.
Proceedings of the 20th International Conference on World Wide Web, 2011
ILDA: interdependent LDA model for learning latent aspects and their ratings from online product reviews.
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011
Proceedings of the 2011 ACM Conference on Recommender Systems, 2011
Proceedings of the 2011 ACM Conference on Recommender Systems, 2011
A Transitivity Aware Matrix Factorization Model for Recommendation in Social Networks.
Proceedings of the IJCAI 2011, 2011
Proceedings of the Data Mining Workshops (ICDMW), 2011
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011
2010
PSORTb 3.0: improved protein subcellular localization prediction with refined localization subcategories and predictive capabilities for all prokaryotes.
Bioinform., 2010
Bioinform., 2010
Proceedings of the Web Information Systems Engineering - WISE 2010, 2010
Proceedings of the Web-Age Information Management, 11th International Conference, 2010
A matrix factorization technique with trust propagation for recommendation in social networks.
Proceedings of the 2010 ACM Conference on Recommender Systems, 2010
Proceedings of the Medical Imaging 2010: Image Processing, 2010
Modeling and Comparing the Influence of Neighbors on the Behavior of Users in Social and Similarity Networks.
Proceedings of the ICDMW 2010, 2010
Proceedings of the 26th International Conference on Data Engineering, 2010
Proceedings of the Database Systems for Advanced Applications, 2010
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010
Supervised identification and linking of concept mentions to a domain-specific ontology.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010
2009
Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009
CoRR, 2009
Slider - maximum use of probability information for alignment of short sequence reads and SNP detection.
Bioinform., 2009
Quantifying Systemic Evolutionary Changes by Color Coding Confidence-Scored PPI Networks.
Proceedings of the Algorithms in Bioinformatics, 9th International Workshop, 2009
Proceedings of the SIAM International Conference on Data Mining, 2009
Proceedings of the 2009 ACM Conference on Recommender Systems, 2009
Proceedings of the 2009 ACM Conference on Recommender Systems, 2009
Proceedings of the Biocomputing 2009: Proceedings of the Pacific Symposium, 2009
<i>TrustWalker</i>: a random walk model for combining trust-based and item-based recommendation.
Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009
Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009
Proceedings of the 12th IEEE International Conference on Computational Science and Engineering, 2009
2008
Joint cluster analysis of attribute data and relationship data: The connected <i>k</i>-center problem, algorithms and applications.
ACM Trans. Knowl. Discov. Data, 2008
2007
Proceedings of the 33rd International Conference on Very Large Data Bases, 2007
Proceedings of the 19th International Conference on Scientific and Statistical Database Management, 2007
Proceedings of the Advances in Spatial and Temporal Databases, 2007
A Method for Multi-relational Classification Using Single and Multi-feature Aggregation Functions.
Proceedings of the Knowledge Discovery in Databases: PKDD 2007, 2007
Recognition of Multi-sentence n-ary Subcellular Localization Mentions in Biomedical Abstracts.
Proceedings of the Short Paper Proceedings of the 2nd International Symposium on Languages in Biology and Medicine (LBM 2007), 2007
Joint cluster analysis of attribute and relationship data withouta-priori specification of the number of clusters.
Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007
Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007
Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007
Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007
Proceedings of the 23rd International Conference on Data Engineering, 2007
2006
Proceedings of the 18th International Conference on Scientific and Statistical Database Management, 2006
Proceedings of the Sixth SIAM International Conference on Data Mining, 2006
Joint Cluster Analysis of Attribute Data and Relationship Data: the Connected k-Center Problem.
Proceedings of the Sixth SIAM International Conference on Data Mining, 2006
Proceedings of the Sixth SIAM International Conference on Data Mining, 2006
Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006
Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006
Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006
Proceedings of the Machine Learning: ECML 2006, 2006
2005
PSORTb v.2.0: Expanded prediction of bacterial protein subcellular localization and insights gained from comparative proteome analysis.
Bioinform., 2005
Proceedings of the 31st International Conference on Very Large Data Bases, Trondheim, Norway, August 30, 2005
Proceedings of the Knowledge Discovery in Databases: PKDD 2005, 2005
2004
Proceedings of the (e)Proceedings of the Thirtieth International Conference on Very Large Data Bases, VLDB 2004, Toronto, Canada, August 31, 2004
A Top-Down Method for Mining Most-Specific Frequent Patterns in Biological Sequences.
Proceedings of the Fourth SIAM International Conference on Data Mining, 2004
Proceedings of the Knowledge Discovery in Databases: PKDD 2004, 2004
Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2004
2003
PSORT-B: improving protein subcellular localization prediction for Gram-negative bacteria.
Nucleic Acids Res., 2003
Feature Weighting and Instance Selection for Collaborative Filtering: An Information-Theoretic Approach*.
Knowl. Inf. Syst., 2003
Proceedings of the Third SIAM International Conference on Data Mining, 2003
Preference Mining: A Novel Approach on Mining User Preferences for Personalized Applications.
Proceedings of the Knowledge Discovery in Databases: PKDD 2003, 2003
Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 24, 2003
2002
Proceedings of the Second SIAM International Conference on Data Mining, 2002
Web site mining: a new way to spot competitors, customers and suppliers in the world wide web.
Proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2002
Proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2002
2001
IEEE Trans. Knowl. Data Eng., 2001
Feature Weighting Methods for Improving the Accuracy of Collaborative Filtering (Invited Address).
Proceedings of the 12th International Workshop on Database and Expert Systems Applications (DEXA 2001), 2001
Proceedings of the 2001 ACM CIKM International Conference on Information and Knowledge Management, 2001
2000
Data Min. Knowl. Discov., 2000
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining, 2000
Proceedings of the 16th International Conference on Data Engineering, San Diego, California, USA, February 28, 2000
Proceedings of the 16th International Conference on Data Engineering, San Diego, California, USA, February 28, 2000
Springer, ISBN: 3-540-67328-8, 2000
1999
Perception-Based Classification.
Informatica (Slovenia), 1999
Knowledge Discovery in Spatial Databases (Abstract).
Datenbank Rundbr., 1999
Proceedings of the KI-99: Advances in Artificial Intelligence, 1999
Proceedings of the Fifth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 1999
Proceedings of the Datenbanksysteme in Büro, 1999
1998
Clustering for Mining in Large Spatial Databases.
Künstliche Intell., 1998
Density-Based Clustering in Spatial Databases: The Algorithm GDBSCAN and Its Applications.
Data Min. Knowl. Discov., 1998
Proceedings of the VLDB'98, 1998
Proceedings of the Fourth International Conference on Knowledge Discovery and Data Mining (KDD-98), 1998
Proceedings of the Fourteenth International Conference on Data Engineering, 1998
Proceedings of the Advances in Database Technology, 1998
1997
Proceedings of the Advances in Spatial Databases, 1997
Density-Connected Sets and their Application for Trend Detection in Spatial Databases.
Proceedings of the Third International Conference on Knowledge Discovery and Data Mining (KDD-97), 1997
1996
A Density-Based Algorithm for Discovering Clusters in Large Spatial Databases with Noise.
Proceedings of the Second International Conference on Knowledge Discovery and Data Mining (KDD-96), 1996
Feature Based Classification of Protein Docking Sites: An Algorithm for Large Databases and Experimental Results.
Proceedings of the German Conference on Bioinformatics, 1996
1995
Knowledge Discovery in Large Spatial Databases: Focusing Techniques for Efficient Class Identification.
Proceedings of the Advances in Spatial Databases, 1995
Proceedings of the First International Conference on Knowledge Discovery and Data Mining (KDD-95), 1995
Proceedings of the Datenbanksysteme in Büro, 1995
1989
1987
KOFIS: Ein Expertensystem zur integrierten Dokumenten- und Wissensverwaltung.
Proceedings of the Expertensysteme '87: Konzepte und Werkzeuge, 1987
1985
Integrity in a Knowledge Based Office Information System: Modeling with Extended SDM and Implementation with Prolog.
Proceedings of the Büroautomation '85, 1985