Javed A. Aslam

According to our database1, Javed A. Aslam authored at least 112 papers between 1990 and 2020.

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Bibliography

2020
A Complex KBQA System using Multiple Reasoning Paths.
CoRR, 2020

2019
Learning to Calibrate and Rerank Multi-label Predictions.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

Adapting RNN Sequence Prediction Model to Multi-label Set Prediction.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Scaling Up Ordinal Embedding: A Landmark Approach.
Proceedings of the 36th International Conference on Machine Learning, 2019

2018
Adaptively Pruning Features for Boosted Decision Trees.
CoRR, 2018

Revealing the Basis: Ordinal Embedding Through Geometry.
CoRR, 2018

Measuring Human-perceived Similarity in Heterogeneous Collections.
CoRR, 2018

A Pipeline for Optimizing F1-Measure in Multi-label Text Classification.
Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018

Pure Exploration in Infinitely-Armed Bandit Models with Fixed-Confidence.
Proceedings of the Algorithmic Learning Theory, 2018

2017
Regularizing Model Complexity and Label Structure for Multi-Label Text Classification.
CoRR, 2017

2016
Conditional Bernoulli Mixtures for Multi-label Classification.
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
On the network you keep: analyzing persons of interest using Cliqster.
Social Netw. Analys. Mining, 2015

TREC 2015 Temporal Summarization Track Overview.
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

Anytime planning of optimal schedules for a mobile sensing robot.
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
Harnessing the Power of GPUs to Speed Up Feature Selection for Outlier Detection.
J. Comput. Sci. Technol., 2014

Optimal Tourist Problem and Anytime Planning of Trip Itineraries.
CoRR, 2014

TREC 2014 Temporal Summarization Track Overview.
Proceedings of The Twenty-Third Text REtrieval Conference, 2014

On the information difference between standard retrieval models.
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

2013
Increasing evaluation sensitivity to diversity.
Inf. Retr., 2013

Northeastern University Runs at the TREC13 Crowdsourcing Track.
Proceedings of The Twenty-Second Text REtrieval Conference, 2013

TREC 2013 Temporal Summarization.
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

A document rating system for preference judgements.
Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

A Modification of LambdaMART to Handle Noisy Crowdsourced Assessments.
Proceedings of the International Conference on the Theory of Information Retrieval, 2013

Optimizing nDCG Gains by Minimizing Effect of Label Inconsistency.
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
Local Kernel Density Ratio-Based Feature Selection for Outlier Detection.
Proceedings of the 4th Asian Conference on Machine Learning, 2012

IR system evaluation using nugget-based test collections.
Proceedings of the Fifth International Conference on Web Search and Web Data Mining, 2012

Northeastern University Runs at the TREC12 Crowdsourcing Track.
Proceedings of The Twenty-First Text REtrieval Conference, 2012

Impact of assessor disagreement on ranking performance.
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

City-scale traffic estimation from a roving sensor network.
Proceedings of the 10th ACM Conference on Embedded Network Sensor Systems, 2012

Markov-based redistribution policy model for future urban mobility networks.
Proceedings of the 15th International IEEE Conference on Intelligent Transportation Systems, 2012

Congestion-aware Traffic Routing System using sensor data.
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

Feature Weighting and Selection Using Hypothesis Margin of Boosting.
Proceedings of the 12th IEEE International Conference on Data Mining, 2012

Extended Expectation Maximization for Inferring Score Distributions.
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
Virtual machine monitor-based lightweight intrusion detection.
Operating Systems Review, 2011

Variational bayes for modeling score distributions.
Inf. Retr., 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

Workload Characterization at the Virtualization Layer.
Proceedings of the MASCOTS 2011, 2011

A Novel Feature Selection for Intrusion Detection in Virtual Machine Environments.
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

A nugget-based test collection construction paradigm.
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
Implementing and evaluating phrasal query suggestions for proximity search.
Inf. Syst., 2009

Northeastern University in the TREC 2009 Web Track.
Proceedings of The Eighteenth Text REtrieval Conference, 2009

Northeastern University in TREC 2009 Million Query Track.
Proceedings of The Eighteenth Text REtrieval Conference, 2009

Document selection methodologies for efficient and effective learning-to-rank.
Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009

Modeling the Score Distributions of Relevant and Non-relevant Documents.
Proceedings of the Advances in Information Retrieval Theory, 2009

If I Had a Million Queries.
Proceedings of the Advances in Information Retrieval, 2009

Empirical justification of the gain and discount function for nDCG.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

2008
Estimating average precision when judgments are incomplete.
Knowl. Inf. Syst., 2008

On Auditing Elections When Precincts Have Different Sizes.
Proceedings of the 2008 USENIX/ACCURATE Electronic Voting Workshop, 2008

Million Query Track 2008 Overview.
Proceedings of The Seventeenth Text REtrieval Conference, 2008

A simple and efficient sampling method for estimating AP and NDCG.
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008

A new rank correlation coefficient for information retrieval.
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008

Evaluation over thousands of queries.
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008

2007
On Estimating the Size and Confidence of a Statistical Audit.
Proceedings of the 2007 USENIX/ACCURATE Electronic Voting Technology Workshop, 2007

The Hedge Algorithm for Metasearch at TREC 2007.
Proceedings of The Sixteenth Text REtrieval Conference, 2007

Million Query Track 2007 Overview.
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

Evaluation of phrasal query suggestions.
Proceedings of the Sixteenth ACM Conference on Information and Knowledge Management, 2007

Inferring document relevance from incomplete information.
Proceedings of the Sixteenth ACM Conference on Information and Knowledge Management, 2007

2006
The Hedge Algorithm for Metasearch at TREC 2006.
Proceedings of the Fifteenth Text REtrieval Conference, 2006

Inferring document relevance via average precision.
Proceedings of the SIGIR 2006: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2006

A statistical method for system evaluation using incomplete judgments.
Proceedings of the SIGIR 2006: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2006

Semi-supervised Data Organization for Interactive Anomaly Analysis.
Proceedings of the Fifth International Conference on Machine Learning and Applications, 2006

Estimating average precision with incomplete and imperfect judgments.
Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, 2006

The Star Clustering Algorithm for Information Organization.
Proceedings of the Grouping Multidimensional Data - Recent Advances in Clustering, 2006

2005
Persistent queries over dynamic text streams.
IJEB, 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

The maximum entropy method for analyzing retrieval measures.
Proceedings of the SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2005

Measure-based metasearch.
Proceedings of the SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2005

A geometric interpretation and analysis of R-precision.
Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31, 2005

2004
The Star Clustering Algorithm for Static and Dynamic Information Organization.
J. Graph Algorithms Appl., 2004

The Kerf Toolkit for Intrusion Analysis.
IEEE Secur. Priv., 2004

2003
Three power-aware routing algorithms for sensor networks.
Wireless Communications and Mobile Computing, 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

An information-theoretic measure for document similarity.
Proceedings of the SIGIR 2003: Proceedings of the 26th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, July 28, 2003

Tracking a moving object with a binary sensor network.
Proceedings of the 1st International Conference on Embedded Networked Sensor Systems, 2003

Distributed Energy-conserving Routing Protocols.
Proceedings of the 36th Hawaii International Conference on System Sciences (HICSS-36 2003), 2003

A unified model for metasearch, pooling, and system evaluation.
Proceedings of the 2003 ACM CIKM International Conference on Information and Knowledge Management, 2003

2002
Condorcet fusion for improved retrieval.
Proceedings of the 2002 ACM CIKM International Conference on Information and Knowledge Management, 2002

2001
Metasearch Consistency.
Proceedings of the SIGIR 2001: Proceedings of the 24th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2001

Models for Metasearch.
Proceedings of the SIGIR 2001: Proceedings of the 24th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2001

Online power-aware routing in wireless Ad-hoc networks.
Proceedings of the MOBICOM 2001, 2001

Relevance Score Normalization for Metasearch.
Proceedings of the 2001 ACM CIKM International Conference on Information and Knowledge Management, 2001

2000
Clustering Data without Prior Knowledge.
Proceedings of the Algorithm Engineering, 2000

Bayes optimal metasearch: a probabilistic model for combining the results.
Proceedings of the SIGIR 2000: Proceedings of the 23rd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2000

Scalable Information Organization Information Retrieval.
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

Using Star Clusters for Filtering.
Proceedings of the 2000 ACM CIKM International Conference on Information and Knowledge Management, 2000

1999
Improved Bicriteria Existence Theorems for Scheduling.
Proceedings of the Tenth Annual ACM-SIAM Symposium on Discrete Algorithms, 1999

A Practical Clustering Algorithm for Static and Dynamic Information Organization.
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

Static and Dynamic Information Organization with Star Clusters.
Proceedings of the 1998 ACM CIKM International Conference on Information and Knowledge Management, 1998

1996
On the Sample Complexity of Noise-Tolerant Learning.
Inf. Process. Lett., 1996

1995
Noise tolerant algorithms for learning and searching.
PhD thesis, 1995

1993
On-Line Algorithms for 2-Coloring Hypergraphs Via Chip Games.
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
Searching in the Presence of Linearly Bounded Errors (Extended Abstract)
Proceedings of the 23rd Annual ACM Symposium on Theory of Computing, 1991

1990
Inferring Graphs from Walks.
Proceedings of the Third Annual Workshop on Computational Learning Theory, 1990


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