Javed A. Aslam
Orcid: 0009-0006-5098-6594
According to our database1,
Javed A. Aslam
authored at least 116 papers
between 1990 and 2025.
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Bibliography
2025
Unbiased Identification of Broadly Appealing Content Using a Pure Exploration Infinitely Armed Bandit Strategy.
Trans. Recomm. Syst., March, 2025
2024
Don't Just Pay Attention, PLANT It: Transfer L2R Models to Fine-tune Attention in Extreme Multi-Label Text Classification.
CoRR, 2024
2022
Identifying New Podcasts with High General Appeal Using a Pure Exploration Infinitely-Armed Bandit Strategy.
Proceedings of the RecSys '22: Sixteenth ACM Conference on Recommender Systems, Seattle, WA, USA, September 18, 2022
2021
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
2020
2019
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019
Proceedings of the 36th International Conference on Machine Learning, 2019
2018
Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018
Proceedings of the Algorithmic Learning Theory, 2018
2017
Regularizing Model Complexity and Label Structure for Multi-Label Text Classification.
CoRR, 2017
2016
Proceedings of the 33nd International Conference on Machine Learning, 2016
An Empirical Study of Skip-Gram Features and Regularization for Learning on Sentiment Analysis.
Proceedings of the Advances in Information Retrieval, 2016
2015
Soc. Netw. Anal. Min., 2015
Proceedings of The Twenty-Fourth Text REtrieval Conference, 2015
Securing virtual execution environments through machine learning-based intrusion detection.
Proceedings of the 25th IEEE International Workshop on Machine Learning for Signal Processing, 2015
Proceedings of the 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2015
Aggregation of Crowdsourced Ordinal Assessments and Integration with Learning to Rank: A Latent Trait Model.
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015
2014
J. Comput. Sci. Technol., 2014
Proceedings of The Twenty-Third Text REtrieval Conference, 2014
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014
2013
Proceedings of The Twenty-Second Text REtrieval Conference, 2013
Proceedings of The Twenty-Second Text REtrieval Conference, 2013
A mutual information-based framework for the analysis of information retrieval systems.
Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013
Live nuggets extractor: a semi-automated system for text extraction and test collection creation.
Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013
Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013
Proceedings of the International Conference on the Theory of Information Retrieval, 2013
Proceedings of the Advances in Information Retrieval, 2013
An analysis of crowd workers mistakes for specific and complex relevance assessment task.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013
2012
Proceedings of the 4th Asian Conference on Machine Learning, 2012
Proceedings of the Fifth International Conference on Web Search and Web Data Mining, 2012
Proceedings of The Twenty-First Text REtrieval Conference, 2012
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012
Proceedings of the 10th ACM Conference on Embedded Network Sensor Systems, 2012
Proceedings of the 15th International IEEE Conference on Intelligent Transportation Systems, 2012
Proceedings of the 15th International IEEE Conference on Intelligent Transportation Systems, 2012
GPU-Accelerated Feature Selection for Outlier Detection Using the Local Kernel Density Ratio.
Proceedings of the 12th IEEE International Conference on Data Mining, 2012
Proceedings of the 12th IEEE International Conference on Data Mining, 2012
Proceedings of the Advances in Information Retrieval, 2012
Constructing test collections by inferring document relevance via extracted relevant information.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012
2011
ACM SIGOPS Oper. Syst. Rev., 2011
A large-scale study of the effect of training set characteristics over learning-to-rank algorithms.
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011
Proceedings of the MASCOTS 2011, 2011
Proceedings of the IEEE 23rd International Conference on Tools with Artificial Intelligence, 2011
Feature Selection Metric Using AUC Margin for Small Samples and Imbalanced Data Classification Problems.
Proceedings of the 10th International Conference on Machine Learning and Applications and Workshops, 2011
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011
2010
Score distribution models: assumptions, intuition, and robustness to score manipulation.
Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010
Effective Virtual Machine Monitor Intrusion Detection Using Feature Selection on Highly Imbalanced Data.
Proceedings of the Ninth International Conference on Machine Learning and Applications, 2010
2009
Inf. Syst., 2009
Proceedings of The Eighteenth Text REtrieval Conference, 2009
Proceedings of The Eighteenth Text REtrieval Conference, 2009
Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009
Proceedings of the Advances in Information Retrieval Theory, 2009
Proceedings of the Advances in Information Retrieval, 2009
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009
2008
Proceedings of the 2008 USENIX/ACCURATE Electronic Voting Workshop, 2008
Proceedings of The Seventeenth Text REtrieval Conference, 2008
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008
2007
Proceedings of the 2007 USENIX/ACCURATE Electronic Voting Technology Workshop, 2007
Proceedings of The Sixteenth Text REtrieval Conference, 2007
Proceedings of The Sixteenth Text REtrieval Conference, 2007
Query Hardness Estimation Using Jensen-Shannon Divergence Among Multiple Scoring Functions.
Proceedings of the Advances in Information Retrieval, 2007
Proceedings of the Sixteenth ACM Conference on Information and Knowledge Management, 2007
Proceedings of the Sixteenth ACM Conference on Information and Knowledge Management, 2007
2006
Proceedings of the Fifteenth Text REtrieval Conference, 2006
Proceedings of the SIGIR 2006: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2006
Proceedings of the SIGIR 2006: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2006
Proceedings of the Fifth International Conference on Machine Learning and Applications, 2006
Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, 2006
Proceedings of the Grouping Multidimensional Data - Recent Advances in Clustering, 2006
2005
A geometric interpretation of r-precision and its correlation with average precision.
Proceedings of the SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2005
Proceedings of the SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2005
Proceedings of the SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2005
Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31, 2005
2004
J. Graph Algorithms Appl., 2004
2003
Wirel. Commun. Mob. Comput., 2003
Challenges in information retrieval and language modeling: report of a workshop held at the center for intelligent information retrieval, University of Massachusetts Amherst, September 2002.
SIGIR Forum, 2003
On the effectiveness of evaluating retrieval systems in the absence of relevance judgments.
Proceedings of the SIGIR 2003: Proceedings of the 26th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, July 28, 2003
A unified model for metasearch and the efficient evaluation of retrieval systems via the hedge algorithm.
Proceedings of the SIGIR 2003: Proceedings of the 26th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, July 28, 2003
Proceedings of the SIGIR 2003: Proceedings of the 26th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, July 28, 2003
Proceedings of the 1st International Conference on Embedded Networked Sensor Systems, 2003
Proceedings of the 36th Hawaii International Conference on System Sciences (HICSS-36 2003), 2003
Proceedings of the 2003 ACM CIKM International Conference on Information and Knowledge Management, 2003
2002
Proceedings of the 2002 ACM CIKM International Conference on Information and Knowledge Management, 2002
2001
Proceedings of the SIGIR 2001: Proceedings of the 24th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2001
Proceedings of the SIGIR 2001: Proceedings of the 24th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2001
Proceedings of the MOBICOM 2001, 2001
Proceedings of the 2001 ACM CIKM International Conference on Information and Knowledge Management, 2001
2000
Proceedings of the Algorithm Engineering, 2000
Proceedings of the SIGIR 2000: Proceedings of the 23rd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2000
Proceedings of the Computer-Assisted Information Retrieval (Recherche d'Information et ses Applications), 2000
Improving Algorithms for Boosting.
Proceedings of the Thirteenth Annual Conference on Computational Learning Theory (COLT 2000), June 28, 2000
Proceedings of the 2000 ACM CIKM International Conference on Information and Knowledge Management, 2000
1999
Proceedings of the Tenth Annual ACM-SIAM Symposium on Discrete Algorithms, 1999
Proceedings of the Tenth Annual ACM-SIAM Symposium on Discrete Algorithms, 1999
1998
Specification and Simulation of Statistical Query Algorithms for Efficiency and Noise Tolerance.
J. Comput. Syst. Sci., 1998
General Bounds on Statistical Query Learning and PAC Learning with Noise via Hypothesis Boosting.
Inf. Comput., 1998
Generating, Visualizing, and Evaluating High-Quality Clusters for Information Organization.
Proceedings of the Principles of Digital Document Processing, 4th International Workshop, 1998
Proceedings of the 1998 ACM CIKM International Conference on Information and Knowledge Management, 1998
1996
1995
1993
Theor. Comput. Sci., 1993
General Bounds on Statistical Query Learning and PAC Learning with Noise via Hypothesis Bounding
Proceedings of the 34th Annual Symposium on Foundations of Computer Science, 1993
1991
Proceedings of the 23rd Annual ACM Symposium on Theory of Computing, 1991
1990
Proceedings of the Third Annual Workshop on Computational Learning Theory, 1990