Javed A. Aslam

122 papers A* 36A 22B 4C 3Misc 4Journal 27Unranked 24

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Unbiased Identification of Broadly Appealing Content Using a Pure Exploration Infinitely Armed Bandit Strategy. Trans. Recomm. Syst. Maryam Aziz, Jesse Anderton, Kevin Jamieson, Alice Wang, Hugues Bouchard, Javed A. Aslam
2024	J	`jnl`	Don't Just Pay Attention, PLANT It: Transfer L2R Models to Fine-tune Attention in Extreme Multi-Label Text Classification. CoRR Debjyoti Saharoy, Javed A. Aslam, Virgil Pavlu
2022	A	`conf`	Identifying New Podcasts with High General Appeal Using a Pure Exploration Infinitely-Armed Bandit Strategy. RecSys Maryam Aziz, Jesse Anderton, Kevin Jamieson, Alice Wang, Hugues Bouchard, Javed A. Aslam
2021	—	`conf`	Improving Query Graph Generation for Complex Question Answering over Knowledge Base. EMNLP (1) Kechen Qin, Cheng Li, Virgil Pavlu, Javed A. Aslam
2020	J	`jnl`	A Complex KBQA System using Multiple Reasoning Paths. CoRR Kechen Qin, Yu Wang, Cheng Li, Kalpa Gunaratna, Hongxia Jin, Virgil Pavlu, Javed A. Aslam
2019	—	`conf`	Adapting RNN Sequence Prediction Model to Multi-label Set Prediction. NAACL-HLT (1) Kechen Qin, Cheng Li, Virgil Pavlu, Javed A. Aslam
2019	J	`jnl`	Adapting RNN Sequence Prediction Model to Multi-label Set Prediction. CoRR Kechen Qin, Cheng Li, Virgil Pavlu, Javed A. Aslam
2019	—	`conf`	Learning to Calibrate and Rerank Multi-label Predictions. ECML/PKDD (3) Cheng Li, Virgil Pavlu, Javed A. Aslam, Bingyu Wang, Kechen Qin
2019	A*	`conf`	Scaling Up Ordinal Embedding: A Landmark Approach. ICML Jesse Anderton, Javed A. Aslam
2018	J	`jnl`	Adaptively Pruning Features for Boosted Decision Trees. CoRR Maryam Aziz, Jesse Anderton, Javed A. Aslam
2018	J	`jnl`	Measuring Human-perceived Similarity in Heterogeneous Collections. CoRR Jesse Anderton, Pavel Metrikov, Virgil Pavlu, Javed A. Aslam
2018	B	`conf`	Pure Exploration in Infinitely-Armed Bandit Models with Fixed-Confidence. ALT Maryam Aziz, Jesse Anderton, Emilie Kaufmann, Javed A. Aslam
2018	J	`jnl`	Pure Exploration in Infinitely-Armed Bandit Models with Fixed-Confidence. CoRR Maryam Aziz, Jesse Anderton, Emilie Kaufmann, Javed A. Aslam
2018	J	`jnl`	Revealing the Basis: Ordinal Embedding Through Geometry. CoRR Jesse Anderton, Virgil Pavlu, Javed A. Aslam
2017	J	`jnl`	Regularizing Model Complexity and Label Structure for Multi-Label Text Classification. CoRR Bingyu Wang, Cheng Li, Virgil Pavlu, Javed A. Aslam
2016	A	`conf`	An Empirical Study of Skip-Gram Features and Regularization for Learning on Sentiment Analysis. ECIR Cheng Li, Bingyu Wang, Virgil Pavlu, Javed A. Aslam
2016	A*	`conf`	Conditional Bernoulli Mixtures for Multi-label Classification. ICML Cheng Li, Bingyu Wang, Virgil Pavlu, Javed A. Aslam
2016	A*	`ed.`	Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, SIGIR 2016, Pisa, Italy, July 17-21, 2016 SIGIR Raffaele Perego, Fabrizio Sebastiani, Javed A. Aslam, Ian Ruthven, Justin Zobel
2015	A	`conf`	Aggregation of Crowdsourced Ordinal Assessments and Integration with Learning to Rank: A Latent Trait Model. CIKM Pavel Metrikov, Virgil Pavlu, Javed A. Aslam
2015	A	`conf`	Anytime planning of optimal schedules for a mobile sensing robot. IROS Jingjin Yu, Javed A. Aslam, Sertac Karaman, Daniela Rus
2015	J	`jnl`	On The Network You Keep: Analyzing Persons of Interest using Cliqster. CoRR Saber Shokat Fadaee, Mehrdad Farajtabar, Ravi Sundaram, Javed A. Aslam, Nikos I. Passas
2015	J	`jnl`	On the network you keep: analyzing persons of interest using Cliqster. Soc. Netw. Anal. Min. Saber Shokat Fadaee, Mehrdad Farajtabar, Ravi Sundaram, Javed A. Aslam, Nikos I. Passas
2015	—	`conf`	Securing virtual execution environments through machine learning-based intrusion detection. MLSP Fatemeh Azmandian, David R. Kaeli, Jennifer G. Dy, Javed A. Aslam
2015	—	`conf`	TREC 2015 Temporal Summarization Track Overview. TREC Javed A. Aslam, Fernando Diaz, Matthew Ekstrand-Abueg, Richard McCreadie, Virgil Pavlu, Tetsuya Sakai
2014	J	`jnl`	Harnessing the Power of GPUs to Speed Up Feature Selection for Outlier Detection. J. Comput. Sci. Technol. Fatemeh Azmandian, Ayse Yilmazer, Jennifer G. Dy, Javed A. Aslam, David R. Kaeli
2014	A*	`conf`	On the information difference between standard retrieval models. SIGIR Peter B. Golbus, Javed A. Aslam
2014	J	`jnl`	Optimal Tourist Problem and Anytime Planning of Trip Itineraries. CoRR Jingjin Yu, Javed A. Aslam, Sertac Karaman, Daniela Rus
2014	—	`conf`	TREC 2014 Temporal Summarization Track Overview. TREC Javed A. Aslam, Matthew Ekstrand-Abueg, Virgil Pavlu, Fernando Diaz, Richard McCreadie, Tetsuya Sakai
2014	B	`conf`	The network you keep: Analyzing persons of interest using cliqster. ASONAM Saber Shokat Fadaee, Mehrdad Farajtabar, Ravi Sundaram, Javed A. Aslam, Nikos I. Passas
2013	Misc	`conf`	A Modification of LambdaMART to Handle Noisy Crowdsourced Assessments. ICTIR Pavel Metrikov, Jie Wu, Jesse Anderton, Virgil Pavlu, Javed A. Aslam
2013	A*	`conf`	A document rating system for preference judgements. SIGIR Maryam Bashir, Jesse Anderton, Jie Wu, Peter B. Golbus, Virgil Pavlu, Javed A. Aslam
2013	A*	`conf`	A mutual information-based framework for the analysis of information retrieval systems. SIGIR Peter B. Golbus, Javed A. Aslam
2013	A	`conf`	An analysis of crowd workers mistakes for specific and complex relevance assessment task. CIKM Jesse Anderton, Maryam Bashir, Virgil Pavlu, Javed A. Aslam
2013	J	`jnl`	Increasing evaluation sensitivity to diversity. Inf. Retr. Peter B. Golbus, Javed A. Aslam, Charles L. A. Clarke
2013	A*	`conf`	Live nuggets extractor: a semi-automated system for text extraction and test collection creation. SIGIR Matthew Ekstrand-Abueg, Virgil Pavlu, Javed A. Aslam
2013	—	`conf`	Northeastern University Runs at the TREC13 Crowdsourcing Track. TREC Maryam Bashir, Jesse Anderton, Virgil Pavlu, Javed A. Aslam
2013	A	`conf`	Optimizing nDCG Gains by Minimizing Effect of Label Inconsistency. ECIR Pavel Metrikov, Virgiliu Pavlu, Javed A. Aslam
2013	—	`conf`	TREC 2013 Temporal Summarization. TREC Javed A. Aslam, Matthew Ekstrand-Abueg, Virgil Pavlu, Fernando Diaz, Tetsuya Sakai
2012	Misc	`conf`	City-scale traffic estimation from a roving sensor network. SenSys Javed A. Aslam, Sejoon Lim, Xinghao Pan, Daniela Rus
2012	—	`conf`	Congestion-aware Traffic Routing System using sensor data. ITSC Javed A. Aslam, Sejoon Lim, Daniela Rus
2012	A	`conf`	Constructing test collections by inferring document relevance via extracted relevant information. CIKM Shahzad Rajput, Matthew Ekstrand-Abueg, Virgiliu Pavlu, Javed A. Aslam
2012	A	`conf`	Extended Expectation Maximization for Inferring Score Distributions. ECIR Keshi Dai, Virgiliu Pavlu, Evangelos Kanoulas, Javed A. Aslam
2012	A*	`conf`	Feature Weighting and Selection Using Hypothesis Margin of Boosting. ICDM Malak Alshawabkeh, Javed A. Aslam, Jennifer G. Dy, David R. Kaeli
2012	A*	`conf`	GPU-Accelerated Feature Selection for Outlier Detection Using the Local Kernel Density Ratio. ICDM Fatemeh Azmandian, Ayse Yilmazer, Jennifer G. Dy, Javed A. Aslam, David R. Kaeli
2012	A	`conf`	IR system evaluation using nugget-based test collections. WSDM Virgiliu Pavlu, Shahzad Rajput, Peter B. Golbus, Javed A. Aslam
2012	A*	`conf`	Impact of assessor disagreement on ranking performance. SIGIR Pavel Metrikov, Virgiliu Pavlu, Javed A. Aslam
2012	C	`conf`	Local Kernel Density Ratio-Based Feature Selection for Outlier Detection. ACML Fatemeh Azmandian, Jennifer G. Dy, Javed A. Aslam, David R. Kaeli
2012	—	`conf`	Markov-based redistribution policy model for future urban mobility networks. ITSC Mikhail Volkov, Javed A. Aslam, Daniela Rus
2012	—	`conf`	Northeastern University Runs at the TREC12 Crowdsourcing Track. TREC Maryam Bashir, Jesse Anderton, Jie Wu, Matthew Ekstrand-Abueg, Peter B. Golbus, Virgil Pavlu, Javed A. Aslam
2011	B	`conf`	A Novel Feature Selection for Intrusion Detection in Virtual Machine Environments. ICTAI Malak Alshawabkeh, Javed A. Aslam, David R. Kaeli, Jennifer G. Dy
2011	A*	`conf`	A large-scale study of the effect of training set characteristics over learning-to-rank algorithms. SIGIR Evangelos Kanoulas, Stefan Savev, Pavel Metrikov, Virgiliu Pavlu, Javed A. Aslam
2011	A	`conf`	A nugget-based test collection construction paradigm. CIKM Shahzad Rajput, Virgiliu Pavlu, Peter B. Golbus, Javed A. Aslam
2011	—	`conf`	Feature Selection Metric Using AUC Margin for Small Samples and Imbalanced Data Classification Problems. ICMLA (1) Malak Alshawabkeh, Javed A. Aslam, Jennifer G. Dy, David R. Kaeli
2011	J	`jnl`	Variational bayes for modeling score distributions. Inf. Retr. Keshi Dai, Evangelos Kanoulas, Virgiliu Pavlu, Javed A. Aslam
2011	J	`jnl`	Virtual machine monitor-based lightweight intrusion detection. ACM SIGOPS Oper. Syst. Rev. Fatemeh Azmandian, Micha Moffie, Malak Alshawabkeh, Jennifer G. Dy, Javed A. Aslam, David R. Kaeli
2011	B	`conf`	Workload Characterization at the Virtualization Layer. MASCOTS Fatemeh Azmandian, Micha Moffie, Jennifer G. Dy, Javed A. Aslam, David R. Kaeli
2010	C	`conf`	Effective Virtual Machine Monitor Intrusion Detection Using Feature Selection on Highly Imbalanced Data. ICMLA Malak Alshawabkeh, Micha Moffie, Fatemeh Azmandian, Javed A. Aslam, Jennifer G. Dy, David R. Kaeli
2010	A*	`conf`	Score distribution models: assumptions, intuition, and robustness to score manipulation. SIGIR Evangelos Kanoulas, Keshi Dai, Virgiliu Pavlu, Javed A. Aslam
2009	A*	`conf`	Document selection methodologies for efficient and effective learning-to-rank. SIGIR Javed A. Aslam, Evangelos Kanoulas, Virgiliu Pavlu, Stefan Savev, Emine Yilmaz
2009	A	`conf`	Empirical justification of the gain and discount function for nDCG. CIKM Evangelos Kanoulas, Javed A. Aslam
2009	A	`conf`	If I Had a Million Queries. ECIR Ben Carterette, Virgiliu Pavlu, Evangelos Kanoulas, Javed A. Aslam, James Allan
2009	J	`jnl`	Implementing and evaluating phrasal query suggestions for proximity search. Inf. Syst. Alan Feuer, Stefan Savev, Javed A. Aslam
2009	Misc	`conf`	Modeling the Score Distributions of Relevant and Non-relevant Documents. ICTIR Evangelos Kanoulas, Virgiliu Pavlu, Keshi Dai, Javed A. Aslam
2009	—	`conf`	Northeastern University in TREC 2009 Million Query Track. TREC Evangelos Kanoulas, Keshi Dai, Virgiliu Pavlu, Stefan Savev, Javed A. Aslam
2009	—	`conf`	Northeastern University in the TREC 2009 Web Track. TREC Shahzad Rajput, Evangelos Kanoulas, Virgiliu Pavlu, Javed A. Aslam
2009	A*	`ed.`	Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2009, Boston, MA, USA, July 19-23, 2009 SIGIR James Allan, Javed A. Aslam, Mark Sanderson, ChengXiang Zhai, Justin Zobel
2008	A*	`conf`	A new rank correlation coefficient for information retrieval. SIGIR Emine Yilmaz, Javed A. Aslam, Stephen Robertson
2008	A*	`conf`	A simple and efficient sampling method for estimating AP and NDCG. SIGIR Emine Yilmaz, Evangelos Kanoulas, Javed A. Aslam
2008	J	`jnl`	Estimating average precision when judgments are incomplete. Knowl. Inf. Syst. Emine Yilmaz, Javed A. Aslam
2008	A*	`conf`	Evaluation over thousands of queries. SIGIR Ben Carterette, Virgiliu Pavlu, Evangelos Kanoulas, Javed A. Aslam, James Allan
2008	—	`conf`	Million Query Track 2008 Overview. TREC James Allan, Javed A. Aslam, Virgil Pavlu, Evangelos Kanoulas, Ben Carterette
2008	—	`conf`	On Auditing Elections When Precincts Have Different Sizes. EVT Javed A. Aslam, Raluca A. Popa, Ronald L. Rivest
2007	A	`conf`	Evaluation of phrasal query suggestions. CIKM Alan Feuer, Stefan Savev, Javed A. Aslam
2007	A	`conf`	Inferring document relevance from incomplete information. CIKM Javed A. Aslam, Emine Yilmaz
2007	—	`conf`	Million Query Track 2007 Overview. TREC James Allan, Ben Carterette, Blagovest Dachev, Javed A. Aslam, Virgiliu Pavlu, Evangelos Kanoulas
2007	—	`conf`	On Estimating the Size and Confidence of a Statistical Audit. EVT Javed A. Aslam, Raluca A. Popa, Ronald L. Rivest
2007	A	`conf`	Query Hardness Estimation Using Jensen-Shannon Divergence Among Multiple Scoring Functions. ECIR Javed A. Aslam, Virgiliu Pavlu
2007	—	`conf`	The Hedge Algorithm for Metasearch at TREC 2007. TREC Javed A. Aslam, Virgiliu Pavlu, Olena Zubaryeva
2006	A*	`conf`	A statistical method for system evaluation using incomplete judgments. SIGIR Javed A. Aslam, Virgiliu Pavlu, Emine Yilmaz
2006	A	`conf`	Estimating average precision with incomplete and imperfect judgments. CIKM Emine Yilmaz, Javed A. Aslam
2006	A*	`conf`	Inferring document relevance via average precision. SIGIR Javed A. Aslam, Emine Yilmaz
2006	C	`conf`	Semi-supervised Data Organization for Interactive Anomaly Analysis. ICMLA Javed A. Aslam, Sergey Bratus, Virgiliu Pavlu
2006	—	`conf`	The Hedge Algorithm for Metasearch at TREC 2006. TREC Javed A. Aslam, Virgiliu Pavlu, Carlos Rei
2006	—	`ch.`	The Star Clustering Algorithm for Information Organization. Grouping Multidimensional Data Javed A. Aslam, Ekaterina Pelekhov, Daniela Rus
2005	A	`conf`	A geometric interpretation and analysis of R-precision. CIKM Javed A. Aslam, Emine Yilmaz
2005	A*	`conf`	A geometric interpretation of r-precision and its correlation with average precision. SIGIR Javed A. Aslam, Emine Yilmaz, Virgiliu Pavlu
2005	A*	`conf`	Measure-based metasearch. SIGIR Javed A. Aslam, Virgiliu Pavlu, Emine Yilmaz
2005	J	`jnl`	Persistent queries over dynamic text streams. Int. J. Electron. Bus. Javed A. Aslam, Ekaterina Pelekhov, Daniela Rus
2005	A*	`conf`	The maximum entropy method for analyzing retrieval measures. SIGIR Javed A. Aslam, Emine Yilmaz, Virgiliu Pavlu
2004	J	`jnl`	The Kerf Toolkit for Intrusion Analysis. IEEE Secur. Priv. Javed A. Aslam, Sergey Bratus, David Kotz, Ronald A. Peterson, Brett Tofel, Daniela Rus
2004	J	`jnl`	The Star Clustering Algorithm for Static and Dynamic Information Organization. J. Graph Algorithms Appl. Javed A. Aslam, Ekaterina Pelekhov, Daniela Rus
2003	A*	`conf`	A unified model for metasearch and the efficient evaluation of retrieval systems via the hedge algorithm. SIGIR Javed A. Aslam, Virgiliu Pavlu, Robert Savell
2003	A	`conf`	A unified model for metasearch, pooling, and system evaluation. CIKM Javed A. Aslam, Virgiliu Pavlu, Robert Savell
2003	A*	`conf`	An information-theoretic measure for document similarity. SIGIR Javed A. Aslam, Meredith Frost
2003	—	`conf`	Distributed Energy-conserving Routing Protocols. HICSS Qun Li, Javed A. Aslam, Daniela Rus
2003	A*	`conf`	On the effectiveness of evaluating retrieval systems in the absence of relevance judgments. SIGIR Javed A. Aslam, Robert Savell
2003	—	`conf`	The Kerf toolkit for intrusion analysis. IAW Javed A. Aslam, Sergey Bratus, David Kotz, Ronald A. Peterson, Daniela Rus, Brett Tofel
2003	J	`jnl`	Three power-aware routing algorithms for sensor networks. Wirel. Commun. Mob. Comput. Javed A. Aslam, Qun Li, Daniela Rus
2003	Misc	`conf`	Tracking a moving object with a binary sensor network. SenSys Javed A. Aslam, Zack J. Butler, Florin Constantin, Valentino Crespi, George Cybenko, Daniela Rus
2002	A	`conf`	Condorcet fusion for improved retrieval. CIKM Mark H. Montague, Javed A. Aslam
2002	J	`jnl`	Improved Bicriteria Existence Theorems for Scheduling CoRR Javed A. Aslam, April Rasala, Clifford Stein, Neal E. Young
2001	A*	`conf`	Metasearch Consistency. SIGIR Javed A. Aslam, Mark H. Montague
2001	A*	`conf`	Models for Metasearch. SIGIR Javed A. Aslam, Mark H. Montague
2001	A*	`conf`	Online power-aware routing in wireless Ad-hoc networks. MobiCom Qun Li, Javed A. Aslam, Daniela Rus
2001	A	`conf`	Relevance Score Normalization for Metasearch. CIKM Mark H. Montague, Javed A. Aslam
2000	A*	`conf`	Bayes optimal metasearch: a probabilistic model for combining the results. SIGIR Javed A. Aslam, Mark H. Montague
2000	—	`conf`	Clustering Data without Prior Knowledge. WAE Javed A. Aslam, Alain Leblanc, Clifford Stein
2000	A*	`conf`	Improving Algorithms for Boosting. COLT Javed A. Aslam
2000	A	`conf`	Using Star Clusters for Filtering. CIKM Javed A. Aslam, Katya Pelekhov, Daniela Rus
1999	A*	`conf`	A Practical Clustering Algorithm for Static and Dynamic Information Organization. SODA Javed A. Aslam, Katya Pelekhov, Daniela Rus
1999	A*	`conf`	Improved Bicriteria Existence Theorems for Scheduling. SODA Javed A. Aslam, April Rasala, Clifford Stein, Neal E. Young
1998	J	`jnl`	General Bounds on Statistical Query Learning and PAC Learning with Noise via Hypothesis Boosting. Inf. Comput. Javed A. Aslam, Scott E. Decatur
1998	—	`conf`	Generating, Visualizing, and Evaluating High-Quality Clusters for Information Organization. PODDP Javed A. Aslam, Katya Pelekhov, Daniela Rus
1998	J	`jnl`	Specification and Simulation of Statistical Query Algorithms for Efficiency and Noise Tolerance. J. Comput. Syst. Sci. Javed A. Aslam, Scott E. Decatur
1998	A	`conf`	Static and Dynamic Information Organization with Star Clusters. CIKM Javed A. Aslam, Katya Pelekhov, Daniela Rus
1996	J	`jnl`	On the Sample Complexity of Noise-Tolerant Learning. Inf. Process. Lett. Javed A. Aslam, Scott E. Decatur
1995	—	`—`	Noise tolerant algorithms for learning and searching. Javed A. Aslam
1995	A*	`conf`	Specification and Simulation of Statistical Query Algorithms for Efficiency and Noise Tolerance. COLT Javed A. Aslam, Scott E. Decatur
1993	A*	`conf`	General Bounds on Statistical Query Learning and PAC Learning with Noise via Hypothesis Bounding FOCS Javed A. Aslam, Scott E. Decatur
1993	J	`jnl`	On-Line Algorithms for 2-Coloring Hypergraphs Via Chip Games. Theor. Comput. Sci. Javed A. Aslam, Aditi Dhagat
1991	A*	`conf`	Searching in the Presence of Linearly Bounded Errors (Extended Abstract) STOC Javed A. Aslam, Aditi Dhagat
1990	A*	`conf`	Inferring Graphs from Walks. COLT Javed A. Aslam, Ronald L. Rivest