Inferring Graphs from Walks. - Javed A. Aslam; Ronald L. Rivest (COLT, 1990)

Searching in the Presence of Linearly Bounded Errors (Extended Abstract) - Javed A. Aslam; Aditi Dhagat (STOC, 1991)

General Bounds on Statistical Query Learning and PAC Learning with Noise via Hypothesis Bounding - Javed A. Aslam; Scott E. Decatur (FOCS, 1993)

On-Line Algorithms for 2-Coloring Hypergraphs Via Chip Games. - Javed A. Aslam; Aditi Dhagat (Theor. Comput. Sci., 1993)

Noise tolerant algorithms for learning and searching. - Javed A. Aslam (1995)

On the Sample Complexity of Noise-Tolerant Learning. - Javed A. Aslam; Scott E. Decatur (Inf. Process. Lett., 1996)

Static and Dynamic Information Organization with Star Clusters. - Javed A. Aslam; Katya Pelekhov; Daniela Rus (CIKM, 1998)

Generating, Visualizing, and Evaluating High-Quality Clusters for Information Organization. - Javed A. Aslam; Katya Pelekhov; Daniela Rus (PODDP, 1998)

General Bounds on Statistical Query Learning and PAC Learning with Noise via Hypothesis Boosting. - Javed A. Aslam; Scott E. Decatur (Inf. Comput., 1998)

Specification and Simulation of Statistical Query Algorithms for Efficiency and Noise Tolerance. - Javed A. Aslam; Scott E. Decatur (J. Comput. Syst. Sci., 1998)

A Practical Clustering Algorithm for Static and Dynamic Information Organization. - Javed A. Aslam; Katya Pelekhov; Daniela Rus (SODA, 1999)

Improved Bicriteria Existence Theorems for Scheduling. - Javed A. Aslam; April Rasala; Clifford Stein 001; Neal E. Young (SODA, 1999)

Using Star Clusters for Filtering. - Javed A. Aslam; Katya Pelekhov; Daniela Rus (CIKM, 2000)

Improving Algorithms for Boosting. - Javed A. Aslam (COLT, 2000)

Scalable Information Organization Information Retrieval. - Jay Aslam; Frederick Reiss 001; Daniela Rus (RIAO, 2000)

Bayes optimal metasearch: a probabilistic model for combining the results. - Javed A. Aslam; Mark H. Montague (SIGIR, 2000)

Clustering Data without Prior Knowledge. - Javed A. Aslam; Alain Leblanc; Clifford Stein 001 (WAE, 2000)

Relevance Score Normalization for Metasearch. - Mark H. Montague; Javed A. Aslam (CIKM, 2001)

Online power-aware routing in wireless Ad-hoc networks. - Qun Li 001; Javed A. Aslam; Daniela Rus (MobiCom, 2001)

Models for Metasearch. - Javed A. Aslam; Mark H. Montague (SIGIR, 2001)

Metasearch Consistency. - Javed A. Aslam; Mark H. Montague (SIGIR, 2001)

Condorcet fusion for improved retrieval. - Mark H. Montague; Javed A. Aslam (CIKM, 2002)

A unified model for metasearch, pooling, and system evaluation. - Javed A. Aslam; Virgiliu Pavlu; Robert Savell (CIKM, 2003)

Distributed Energy-conserving Routing Protocols. - Qun Li 001; Javed A. Aslam; Daniela Rus (HICSS, 2003)

Tracking a moving object with a binary sensor network. - Javed A. Aslam; Zack J. Butler; Florin Constantin; Valentino Crespi; George Cybenko; Daniela Rus (SenSys, 2003)

An information-theoretic measure for document similarity. - Javed A. Aslam; Meredith Frost (SIGIR, 2003)

A unified model for metasearch and the efficient evaluation of retrieval systems via the hedge algorithm. - Javed A. Aslam; Virgiliu Pavlu; Robert Savell (SIGIR, 2003)

On the effectiveness of evaluating retrieval systems in the absence of relevance judgments. - Javed A. Aslam; Robert Savell (SIGIR, 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. - James Allan; Jay Aslam; Nicholas J. Belkin; Chris Buckley; James P. Callan; W. Bruce Croft; Susan T. Dumais; Norbert Fuhr; Donna Harman; David J. Harper; Djoerd Hiemstra; Thomas Hofmann; et al. (SIGIR Forum, 2003)

Three power-aware routing algorithms for sensor networks. - Javed A. Aslam; Qun Li 001; Daniela Rus (Wirel. Commun. Mob. Comput., 2003)

The Kerf Toolkit for Intrusion Analysis. - Javed A. Aslam; Sergey Bratus; David Kotz; Ronald A. Peterson; Brett Tofel; Daniela Rus (IEEE Secur. Priv., 2004)

The Star Clustering Algorithm for Static and Dynamic Information Organization. - Javed A. Aslam; Ekaterina Pelekhov; Daniela Rus (J. Graph Algorithms Appl., 2004)

A geometric interpretation and analysis of R-precision. - Javed A. Aslam; Emine Yilmaz (CIKM, 2005)

Measure-based metasearch. - Javed A. Aslam; Virgiliu Pavlu; Emine Yilmaz (SIGIR, 2005)

The maximum entropy method for analyzing retrieval measures. - Javed A. Aslam; Emine Yilmaz; Virgiliu Pavlu (SIGIR, 2005)

A geometric interpretation of r-precision and its correlation with average precision. - Javed A. Aslam; Emine Yilmaz; Virgiliu Pavlu (SIGIR, 2005)

Persistent queries over dynamic text streams. - Javed A. Aslam; Ekaterina Pelekhov; Daniela Rus (Int. J. Electron. Bus., 2005)

The Star Clustering Algorithm for Information Organization. - Javed A. Aslam; Ekaterina Pelekhov; Daniela Rus (Grouping Multidimensional Data, 2006)

Estimating average precision with incomplete and imperfect judgments. - Emine Yilmaz; Javed A. Aslam (CIKM, 2006)

Semi-supervised Data Organization for Interactive Anomaly Analysis. - Javed A. Aslam; Sergey Bratus; Virgiliu Pavlu (ICMLA, 2006)

A statistical method for system evaluation using incomplete judgments. - Javed A. Aslam; Virgiliu Pavlu; Emine Yilmaz (SIGIR, 2006)

Inferring document relevance via average precision. - Javed A. Aslam; Emine Yilmaz (SIGIR, 2006)

The Hedge Algorithm for Metasearch at TREC 2006. - Javed A. Aslam; Virgiliu Pavlu; Carlos Rei (TREC, 2006)

Inferring document relevance from incomplete information. - Javed A. Aslam; Emine Yilmaz (CIKM, 2007)

Evaluation of phrasal query suggestions. - Alan Feuer; Stefan Savev; Javed A. Aslam (CIKM, 2007)

Query Hardness Estimation Using Jensen-Shannon Divergence Among Multiple Scoring Functions. - Javed A. Aslam; Virgiliu Pavlu (ECIR, 2007)

Million Query Track 2007 Overview. - James Allan; Ben Carterette; Blagovest Dachev; Javed A. Aslam; Virgiliu Pavlu; Evangelos Kanoulas (TREC, 2007)

The Hedge Algorithm for Metasearch at TREC 2007. - Javed A. Aslam; Virgiliu Pavlu; Olena Zubaryeva (TREC, 2007)

On Estimating the Size and Confidence of a Statistical Audit. - Javed A. Aslam; Raluca A. Popa; Ronald L. Rivest (EVT, 2007)

Evaluation over thousands of queries. - Ben Carterette; Virgiliu Pavlu; Evangelos Kanoulas; Javed A. Aslam; James Allan (SIGIR, 2008)

A new rank correlation coefficient for information retrieval. - Emine Yilmaz; Javed A. Aslam; Stephen Robertson (SIGIR, 2008)

A simple and efficient sampling method for estimating AP and NDCG. - Emine Yilmaz; Evangelos Kanoulas; Javed A. Aslam (SIGIR, 2008)

Million Query Track 2008 Overview. - James Allan; Javed A. Aslam; Virgil Pavlu; Evangelos Kanoulas; Ben Carterette (TREC, 2008)

On Auditing Elections When Precincts Have Different Sizes. - Javed A. Aslam; Raluca A. Popa; Ronald L. Rivest (EVT, 2008)

Estimating average precision when judgments are incomplete. - Emine Yilmaz; Javed A. Aslam (Knowl. Inf. Syst., 2008)

Empirical justification of the gain and discount function for nDCG. - Evangelos Kanoulas; Javed A. Aslam (CIKM, 2009)

If I Had a Million Queries. - Ben Carterette; Virgiliu Pavlu; Evangelos Kanoulas; Javed A. Aslam; James Allan (ECIR, 2009)

Modeling the Score Distributions of Relevant and Non-relevant Documents. - Evangelos Kanoulas; Virgiliu Pavlu; Keshi Dai; Javed A. Aslam (ICTIR, 2009)

Document selection methodologies for efficient and effective learning-to-rank. - Javed A. Aslam; Evangelos Kanoulas; Virgiliu Pavlu; Stefan Savev; Emine Yilmaz (SIGIR, 2009)

Northeastern University in TREC 2009 Million Query Track. - Evangelos Kanoulas; Keshi Dai; Virgiliu Pavlu; Stefan Savev; Javed A. Aslam (TREC, 2009)

Northeastern University in the TREC 2009 Web Track. - Shahzad Rajput; Evangelos Kanoulas; Virgiliu Pavlu; Javed A. Aslam (TREC, 2009)

Implementing and evaluating phrasal query suggestions for proximity search. - Alan Feuer; Stefan Savev; Javed A. Aslam (Inf. Syst., 2009)

Effective Virtual Machine Monitor Intrusion Detection Using Feature Selection on Highly Imbalanced Data. - Malak Alshawabkeh; Micha Moffie; Fatemeh Azmandian; Javed A. Aslam; Jennifer G. Dy; David R. Kaeli (ICMLA, 2010)

Score distribution models: assumptions, intuition, and robustness to score manipulation. - Evangelos Kanoulas; Keshi Dai; Virgiliu Pavlu; Javed A. Aslam (SIGIR, 2010)

A nugget-based test collection construction paradigm. - Shahzad Rajput; Virgiliu Pavlu; Peter B. Golbus; Javed A. Aslam (CIKM, 2011)

Feature Selection Metric Using AUC Margin for Small Samples and Imbalanced Data Classification Problems. - Malak Alshawabkeh; Javed A. Aslam; Jennifer G. Dy; David R. Kaeli (ICMLA (1), 2011)

A Novel Feature Selection for Intrusion Detection in Virtual Machine Environments. - Malak Alshawabkeh; Javed A. Aslam; David R. Kaeli; Jennifer G. Dy (ICTAI, 2011)

Workload Characterization at the Virtualization Layer. - Fatemeh Azmandian; Micha Moffie; Jennifer G. Dy; Javed A. Aslam; David R. Kaeli (MASCOTS, 2011)

A large-scale study of the effect of training set characteristics over learning-to-rank algorithms. - Evangelos Kanoulas; Stefan Savev; Pavel Metrikov; Virgiliu Pavlu; Javed A. Aslam (SIGIR, 2011)

Variational bayes for modeling score distributions. - Keshi Dai; Evangelos Kanoulas; Virgiliu Pavlu; Javed A. Aslam (Inf. Retr., 2011)

Virtual machine monitor-based lightweight intrusion detection. - Fatemeh Azmandian; Micha Moffie; Malak Alshawabkeh; Jennifer G. Dy; Javed A. Aslam; David R. Kaeli (ACM SIGOPS Oper. Syst. Rev., 2011)

Constructing test collections by inferring document relevance via extracted relevant information. - Shahzad Rajput; Matthew Ekstrand-Abueg; Virgiliu Pavlu; Javed A. Aslam (CIKM, 2012)

Extended Expectation Maximization for Inferring Score Distributions. - Keshi Dai; Virgiliu Pavlu; Evangelos Kanoulas; Javed A. Aslam (ECIR, 2012)

Feature Weighting and Selection Using Hypothesis Margin of Boosting. - Malak Alshawabkeh; Javed A. Aslam; Jennifer G. Dy; David R. Kaeli (ICDM, 2012)

GPU-Accelerated Feature Selection for Outlier Detection Using the Local Kernel Density Ratio. - Fatemeh Azmandian; Ayse Yilmazer; Jennifer G. Dy; Javed A. Aslam; David R. Kaeli (ICDM, 2012)

Congestion-aware Traffic Routing System using sensor data. - Javed A. Aslam; Sejoon Lim; Daniela Rus (ITSC, 2012)

Markov-based redistribution policy model for future urban mobility networks. - Mikhail Volkov 002; Javed A. Aslam; Daniela Rus (ITSC, 2012)

City-scale traffic estimation from a roving sensor network. - Javed A. Aslam; Sejoon Lim; Xinghao Pan; Daniela Rus (SenSys, 2012)

Impact of assessor disagreement on ranking performance. - Pavel Metrikov; Virgiliu Pavlu; Javed A. Aslam (SIGIR, 2012)

Northeastern University Runs at the TREC12 Crowdsourcing Track. - Maryam Bashir; Jesse Anderton; Jie Wu 024; Matthew Ekstrand-Abueg; Peter B. Golbus; Virgil Pavlu; Javed A. Aslam (TREC, 2012)

IR system evaluation using nugget-based test collections. - Virgiliu Pavlu; Shahzad Rajput; Peter B. Golbus; Javed A. Aslam (WSDM, 2012)

Local Kernel Density Ratio-Based Feature Selection for Outlier Detection. - Fatemeh Azmandian; Jennifer G. Dy; Javed A. Aslam; David R. Kaeli (ACML, 2012)

An analysis of crowd workers mistakes for specific and complex relevance assessment task. - Jesse Anderton; Maryam Bashir; Virgil Pavlu; Javed A. Aslam (CIKM, 2013)

Optimizing nDCG Gains by Minimizing Effect of Label Inconsistency. - Pavel Metrikov; Virgiliu Pavlu; Javed A. Aslam (ECIR, 2013)

A Modification of LambdaMART to Handle Noisy Crowdsourced Assessments. - Pavel Metrikov; Jie Wu 024; Jesse Anderton; Virgil Pavlu; Javed A. Aslam (ICTIR, 2013)

A document rating system for preference judgements. - Maryam Bashir; Jesse Anderton; Jie Wu 024; Peter B. Golbus; Virgil Pavlu; Javed A. Aslam (SIGIR, 2013)

Live nuggets extractor: a semi-automated system for text extraction and test collection creation. - Matthew Ekstrand-Abueg; Virgil Pavlu; Javed A. Aslam (SIGIR, 2013)

A mutual information-based framework for the analysis of information retrieval systems. - Peter B. Golbus; Javed A. Aslam (SIGIR, 2013)

TREC 2013 Temporal Summarization. - Javed A. Aslam; Matthew Ekstrand-Abueg; Virgil Pavlu; Fernando Diaz 001; Tetsuya Sakai (TREC, 2013)

Northeastern University Runs at the TREC13 Crowdsourcing Track. - Maryam Bashir; Jesse Anderton; Virgil Pavlu; Javed A. Aslam (TREC, 2013)

Increasing evaluation sensitivity to diversity. - Peter B. Golbus; Javed A. Aslam; Charles L. A. Clarke (Inf. Retr., 2013)

On the information difference between standard retrieval models. - Peter B. Golbus; Javed A. Aslam (SIGIR, 2014)

TREC 2014 Temporal Summarization Track Overview. - Javed A. Aslam; Matthew Ekstrand-Abueg; Virgil Pavlu; Fernando Diaz 001; Richard McCreadie; Tetsuya Sakai (TREC, 2014)

Optimal Tourist Problem and Anytime Planning of Trip Itineraries. - Jingjin Yu; Javed A. Aslam; Sertac Karaman; Daniela Rus (CoRR, 2014)

Harnessing the Power of GPUs to Speed Up Feature Selection for Outlier Detection. - Fatemeh Azmandian; Ayse Yilmazer; Jennifer G. Dy; Javed A. Aslam; David R. Kaeli (J. Comput. Sci. Technol., 2014)

Aggregation of Crowdsourced Ordinal Assessments and Integration with Learning to Rank: A Latent Trait Model. - Pavel Metrikov; Virgil Pavlu; Javed A. Aslam (CIKM, 2015)

Anytime planning of optimal schedules for a mobile sensing robot. - Jingjin Yu; Javed A. Aslam; Sertac Karaman; Daniela Rus (IROS, 2015)

Securing virtual execution environments through machine learning-based intrusion detection. - Fatemeh Azmandian; David R. Kaeli; Jennifer G. Dy; Javed A. Aslam (MLSP, 2015)

TREC 2015 Temporal Summarization Track Overview. - Javed A. Aslam; Fernando Diaz 001; Matthew Ekstrand-Abueg; Richard McCreadie; Virgil Pavlu; Tetsuya Sakai (TREC, 2015)

On the network you keep: analyzing persons of interest using Cliqster. - Saber Shokat Fadaee; Mehrdad Farajtabar; Ravi Sundaram; Javed A. Aslam; Nikos I. Passas (Soc. Netw. Anal. Min., 2015)

An Empirical Study of Skip-Gram Features and Regularization for Learning on Sentiment Analysis. - Cheng Li; Bingyu Wang; Virgil Pavlu; Javed A. Aslam (ECIR, 2016)

Conditional Bernoulli Mixtures for Multi-label Classification. - Cheng Li; Bingyu Wang; Virgil Pavlu; Javed A. Aslam (ICML, 2016)

Regularizing Model Complexity and Label Structure for Multi-Label Text Classification. - Bingyu Wang; Cheng Li; Virgil Pavlu; Javed A. Aslam (CoRR, 2017)

Pure Exploration in Infinitely-Armed Bandit Models with Fixed-Confidence. - Maryam Aziz; Jesse Anderton; Emilie Kaufmann; Javed A. Aslam (ALT, 2018)

A Pipeline for Optimizing F1-Measure in Multi-label Text Classification. - Bingyu Wang; Cheng Li; Virgil Pavlu; Jay Aslam (ICMLA, 2018)

Measuring Human-perceived Similarity in Heterogeneous Collections. - Jesse Anderton; Pavel Metrikov; Virgil Pavlu; Javed A. Aslam (CoRR, 2018)

Revealing the Basis: Ordinal Embedding Through Geometry. - Jesse Anderton; Virgil Pavlu; Javed A. Aslam (CoRR, 2018)

Adaptively Pruning Features for Boosted Decision Trees. - Maryam Aziz; Jesse Anderton; Javed A. Aslam (CoRR, 2018)

Scaling Up Ordinal Embedding: A Landmark Approach. - Jesse Anderton; Javed A. Aslam (ICML, 2019)

Adapting RNN Sequence Prediction Model to Multi-label Set Prediction. - Kechen Qin; Cheng Li; Virgil Pavlu; Javed A. Aslam (NAACL-HLT (1), 2019)

Learning to Calibrate and Rerank Multi-label Predictions. - Cheng Li; Virgil Pavlu; Javed A. Aslam; Bingyu Wang; Kechen Qin (ECML/PKDD (3), 2019)

A Complex KBQA System using Multiple Reasoning Paths. - Kechen Qin; Yu Wang 091; Cheng Li; Kalpa Gunaratna; Hongxia Jin; Virgil Pavlu; Javed A. Aslam (CoRR, 2020)

Improving Query Graph Generation for Complex Question Answering over Knowledge Base. - Kechen Qin; Cheng Li; Virgil Pavlu; Javed A. Aslam (EMNLP (1), 2021)

Identifying New Podcasts with High General Appeal Using a Pure Exploration Infinitely-Armed Bandit Strategy. - Maryam Aziz; Jesse Anderton; Kevin Jamieson 001; Alice Wang; Hugues Bouchard; Javed A. Aslam (RecSys, 2022)

Don't Just Pay Attention, PLANT It: Transfer L2R Models to Fine-tune Attention in Extreme Multi-Label Text Classification. - Debjyoti Saharoy; Javed A. Aslam; Virgil Pavlu (CoRR, 2024)

Unbiased Identification of Broadly Appealing Content Using a Pure Exploration Infinitely Armed Bandit Strategy. - Maryam Aziz; Jesse Anderton; Kevin G. Jamieson; Alice Wang; Hugues Bouchard; Javed A. Aslam (Trans. Recomm. Syst., 2025)