Javed A. Aslam

Publication Activity (10 Years)

Years Active: 1990-2022
Publications (10 Years): 15

Top Venues

CoRR

TREC

SIGIR

ICML

Massachusetts Institute of Technology, Cambridge, MA, USA (PHD)

Education History

Massachusetts Institute of Technology, Cambridge, MA, USA

PHD

Publications

Maryam Aziz, Jesse Anderton, Kevin Jamieson, Alice Wang, Hugues Bouchard, Javed A. Aslam
Identifying New Podcasts with High General Appeal Using a Pure Exploration Infinitely-Armed Bandit Strategy. RecSys (2022)
Kechen Qin, Cheng Li, Virgil Pavlu, Javed A. Aslam
Improving Query Graph Generation for Complex Question Answering over Knowledge Base. EMNLP (1) (2021)
Kechen Qin, Yu Wang, Cheng Li, Kalpa Gunaratna, Hongxia Jin, Virgil Pavlu, Javed A. Aslam
A Complex KBQA System using Multiple Reasoning Paths. CoRR (2020)
Kechen Qin, Cheng Li, Virgil Pavlu, Javed A. Aslam
Adapting RNN Sequence Prediction Model to Multi-label Set Prediction. CoRR (2019)
Cheng Li, Virgil Pavlu, Javed A. Aslam, Bingyu Wang, Kechen Qin
Learning to Calibrate and Rerank Multi-label Predictions. ECML/PKDD (3) (2019)
Jesse Anderton, Javed A. Aslam
Scaling Up Ordinal Embedding: A Landmark Approach. ICML (2019)
Kechen Qin, Cheng Li, Virgil Pavlu, Javed A. Aslam
Adapting RNN Sequence Prediction Model to Multi-label Set Prediction. NAACL-HLT (1) (2019)
Maryam Aziz, Jesse Anderton, Javed A. Aslam
Adaptively Pruning Features for Boosted Decision Trees. CoRR (2018)
Maryam Aziz, Jesse Anderton, Emilie Kaufmann, Javed A. Aslam
Pure Exploration in Infinitely-Armed Bandit Models with Fixed-Confidence. CoRR (2018)
Maryam Aziz, Jesse Anderton, Emilie Kaufmann, Javed A. Aslam
Pure Exploration in Infinitely-Armed Bandit Models with Fixed-Confidence. ALT (2018)
Jesse Anderton, Virgil Pavlu, Javed A. Aslam
Revealing the Basis: Ordinal Embedding Through Geometry. CoRR (2018)
Jesse Anderton, Pavel Metrikov, Virgil Pavlu, Javed A. Aslam
Measuring Human-perceived Similarity in Heterogeneous Collections. CoRR (2018)
Bingyu Wang, Cheng Li, Virgil Pavlu, Javed A. Aslam
Regularizing Model Complexity and Label Structure for Multi-Label Text Classification. CoRR (2017)
Cheng Li, Bingyu Wang, Virgil Pavlu, Javed A. Aslam
Conditional Bernoulli Mixtures for Multi-label Classification. ICML (2016)
Cheng Li, Bingyu Wang, Virgil Pavlu, Javed A. Aslam
An Empirical Study of Skip-Gram Features and Regularization for Learning on Sentiment Analysis. ECIR (2016)
Pavel Metrikov, Virgil Pavlu, Javed A. Aslam
Aggregation of Crowdsourced Ordinal Assessments and Integration with Learning to Rank: A Latent Trait Model. CIKM (2015)
Fatemeh Azmandian, David R. Kaeli, Jennifer G. Dy, Javed A. Aslam
Securing virtual execution environments through machine learning-based intrusion detection. MLSP (2015)
Saber Shokat Fadaee, Mehrdad Farajtabar, Ravi Sundaram, Javed A. Aslam, Nikos I. Passas
On The Network You Keep: Analyzing Persons of Interest using Cliqster. CoRR (2015)
Jingjin Yu, Javed A. Aslam, Sertac Karaman, Daniela Rus
Anytime planning of optimal schedules for a mobile sensing robot. IROS (2015)
Saber Shokat Fadaee, Mehrdad Farajtabar, Ravi Sundaram, Javed A. Aslam, Nikos I. Passas
On the network you keep: analyzing persons of interest using Cliqster. Soc. Netw. Anal. Min. 5 (1) (2015)
Javed A. Aslam, Fernando Diaz, Matthew Ekstrand-Abueg, Richard McCreadie, Virgil Pavlu, Tetsuya Sakai
TREC 2015 Temporal Summarization Track Overview. TREC (2015)
Peter B. Golbus, Javed A. Aslam
On the information difference between standard retrieval models. SIGIR (2014)
Saber Shokat Fadaee, Mehrdad Farajtabar, Ravi Sundaram, Javed A. Aslam, Nikos I. Passas
The network you keep: Analyzing persons of interest using cliqster. ASONAM (2014)
Jingjin Yu, Javed A. Aslam, Sertac Karaman, Daniela Rus
Optimal Tourist Problem and Anytime Planning of Trip Itineraries. CoRR (2014)
Fatemeh Azmandian, Ayse Yilmazer, Jennifer G. Dy, Javed A. Aslam, David R. Kaeli
Harnessing the Power of GPUs to Speed Up Feature Selection for Outlier Detection. J. Comput. Sci. Technol. 29 (3) (2014)
Javed A. Aslam, Matthew Ekstrand-Abueg, Virgil Pavlu, Fernando Diaz, Richard McCreadie, Tetsuya Sakai
TREC 2014 Temporal Summarization Track Overview. TREC (2014)
Pavel Metrikov, Virgiliu Pavlu, Javed A. Aslam
Optimizing nDCG Gains by Minimizing Effect of Label Inconsistency. ECIR (2013)
Pavel Metrikov, Jie Wu, Jesse Anderton, Virgil Pavlu, Javed A. Aslam
A Modification of LambdaMART to Handle Noisy Crowdsourced Assessments. ICTIR (2013)
Maryam Bashir, Jesse Anderton, Jie Wu, Peter B. Golbus, Virgil Pavlu, Javed A. Aslam
A document rating system for preference judgements. SIGIR (2013)
Matthew Ekstrand-Abueg, Virgil Pavlu, Javed A. Aslam
Live nuggets extractor: a semi-automated system for text extraction and test collection creation. SIGIR (2013)
Javed A. Aslam, Matthew Ekstrand-Abueg, Virgil Pavlu, Fernando Diaz, Tetsuya Sakai
TREC 2013 Temporal Summarization. TREC (2013)
Peter B. Golbus, Javed A. Aslam
A mutual information-based framework for the analysis of information retrieval systems. SIGIR (2013)
Maryam Bashir, Jesse Anderton, Virgil Pavlu, Javed A. Aslam
Northeastern University Runs at the TREC13 Crowdsourcing Track. TREC (2013)
Peter B. Golbus, Javed A. Aslam, Charles L. A. Clarke
Increasing evaluation sensitivity to diversity. Inf. Retr. 16 (4) (2013)
Jesse Anderton, Maryam Bashir, Virgil Pavlu, Javed A. Aslam
An analysis of crowd workers mistakes for specific and complex relevance assessment task. CIKM (2013)
Malak Alshawabkeh, Javed A. Aslam, Jennifer G. Dy, David R. Kaeli
Feature Weighting and Selection Using Hypothesis Margin of Boosting. ICDM (2012)
Fatemeh Azmandian, Jennifer G. Dy, Javed A. Aslam, David R. Kaeli
Local Kernel Density Ratio-Based Feature Selection for Outlier Detection. ACML (2012)
Shahzad Rajput, Matthew Ekstrand-Abueg, Virgiliu Pavlu, Javed A. Aslam
Constructing test collections by inferring document relevance via extracted relevant information. CIKM (2012)
Javed A. Aslam, Sejoon Lim, Xinghao Pan, Daniela Rus
City-scale traffic estimation from a roving sensor network. SenSys (2012)
Javed A. Aslam, Sejoon Lim, Daniela Rus
Congestion-aware Traffic Routing System using sensor data. ITSC (2012)
Pavel Metrikov, Virgiliu Pavlu, Javed A. Aslam
Impact of assessor disagreement on ranking performance. SIGIR (2012)
Mikhail Volkov, Javed A. Aslam, Daniela Rus
Markov-based redistribution policy model for future urban mobility networks. ITSC (2012)
Keshi Dai, Virgiliu Pavlu, Evangelos Kanoulas, Javed A. Aslam
Extended Expectation Maximization for Inferring Score Distributions. ECIR (2012)
Virgiliu Pavlu, Shahzad Rajput, Peter B. Golbus, Javed A. Aslam
IR system evaluation using nugget-based test collections. WSDM (2012)
Fatemeh Azmandian, Ayse Yilmazer, Jennifer G. Dy, Javed A. Aslam, David R. Kaeli
GPU-Accelerated Feature Selection for Outlier Detection Using the Local Kernel Density Ratio. ICDM (2012)
Maryam Bashir, Jesse Anderton, Jie Wu, Matthew Ekstrand-Abueg, Peter B. Golbus, Virgil Pavlu, Javed A. Aslam
Northeastern University Runs at the TREC12 Crowdsourcing Track. TREC (2012)
Malak Alshawabkeh, Javed A. Aslam, David R. Kaeli, Jennifer G. Dy
A Novel Feature Selection for Intrusion Detection in Virtual Machine Environments. ICTAI (2011)
Shahzad Rajput, Virgiliu Pavlu, Peter B. Golbus, Javed A. Aslam
A nugget-based test collection construction paradigm. CIKM (2011)
Keshi Dai, Evangelos Kanoulas, Virgiliu Pavlu, Javed A. Aslam
Variational bayes for modeling score distributions. Inf. Retr. 14 (1) (2011)
Malak Alshawabkeh, Javed A. Aslam, Jennifer G. Dy, David R. Kaeli
Feature Selection Metric Using AUC Margin for Small Samples and Imbalanced Data Classification Problems. ICMLA (1) (2011)
Fatemeh Azmandian, Micha Moffie, Malak Alshawabkeh, Jennifer G. Dy, Javed A. Aslam, David R. Kaeli
Virtual machine monitor-based lightweight intrusion detection. ACM SIGOPS Oper. Syst. Rev. 45 (2) (2011)
Fatemeh Azmandian, Micha Moffie, Jennifer G. Dy, Javed A. Aslam, David R. Kaeli
Workload Characterization at the Virtualization Layer. MASCOTS (2011)
Evangelos Kanoulas, Stefan Savev, Pavel Metrikov, Virgiliu Pavlu, Javed A. Aslam
A large-scale study of the effect of training set characteristics over learning-to-rank algorithms. SIGIR (2011)
Malak Alshawabkeh, Micha Moffie, Fatemeh Azmandian, Javed A. Aslam, Jennifer G. Dy, David R. Kaeli
Effective Virtual Machine Monitor Intrusion Detection Using Feature Selection on Highly Imbalanced Data. ICMLA (2010)
Evangelos Kanoulas, Keshi Dai, Virgiliu Pavlu, Javed A. Aslam
Score distribution models: assumptions, intuition, and robustness to score manipulation. SIGIR (2010)
Ben Carterette, Virgiliu Pavlu, Evangelos Kanoulas, Javed A. Aslam, James Allan
If I Had a Million Queries. ECIR (2009)
Evangelos Kanoulas, Javed A. Aslam
Empirical justification of the gain and discount function for nDCG. CIKM (2009)
Shahzad Rajput, Evangelos Kanoulas, Virgiliu Pavlu, Javed A. Aslam
Northeastern University in the TREC 2009 Web Track. TREC (2009)
Evangelos Kanoulas, Keshi Dai, Virgiliu Pavlu, Stefan Savev, Javed A. Aslam
Northeastern University in TREC 2009 Million Query Track. TREC (2009)
Javed A. Aslam, Evangelos Kanoulas, Virgiliu Pavlu, Stefan Savev, Emine Yilmaz
Document selection methodologies for efficient and effective learning-to-rank. SIGIR (2009)
Alan Feuer, Stefan Savev, Javed A. Aslam
Implementing and evaluating phrasal query suggestions for proximity search. Inf. Syst. 34 (8) (2009)
Evangelos Kanoulas, Virgiliu Pavlu, Keshi Dai, Javed A. Aslam
Modeling the Score Distributions of Relevant and Non-relevant Documents. ICTIR (2009)
Emine Yilmaz, Evangelos Kanoulas, Javed A. Aslam
A simple and efficient sampling method for estimating AP and NDCG. SIGIR (2008)
Ben Carterette, Virgiliu Pavlu, Evangelos Kanoulas, Javed A. Aslam, James Allan
Evaluation over thousands of queries. SIGIR (2008)
Javed A. Aslam, Raluca A. Popa, Ronald L. Rivest
On Auditing Elections When Precincts Have Different Sizes. EVT (2008)
Emine Yilmaz, Javed A. Aslam
Estimating average precision when judgments are incomplete. Knowl. Inf. Syst. 16 (2) (2008)
James Allan, Javed A. Aslam, Virgil Pavlu, Evangelos Kanoulas, Ben Carterette
Million Query Track 2008 Overview. TREC (2008)
Emine Yilmaz, Javed A. Aslam, Stephen Robertson
A new rank correlation coefficient for information retrieval. SIGIR (2008)
Javed A. Aslam, Virgiliu Pavlu
Query Hardness Estimation Using Jensen-Shannon Divergence Among Multiple Scoring Functions. ECIR (2007)
Alan Feuer, Stefan Savev, Javed A. Aslam
Evaluation of phrasal query suggestions. CIKM (2007)
Javed A. Aslam, Virgiliu Pavlu, Olena Zubaryeva
The Hedge Algorithm for Metasearch at TREC 2007. TREC (2007)
Javed A. Aslam, Emine Yilmaz
Inferring document relevance from incomplete information. CIKM (2007)
Javed A. Aslam, Raluca A. Popa, Ronald L. Rivest
On Estimating the Size and Confidence of a Statistical Audit. EVT (2007)
James Allan, Ben Carterette, Blagovest Dachev, Javed A. Aslam, Virgiliu Pavlu, Evangelos Kanoulas
Million Query Track 2007 Overview. TREC (2007)
Emine Yilmaz, Javed A. Aslam
Estimating average precision with incomplete and imperfect judgments. CIKM (2006)
Javed A. Aslam, Virgiliu Pavlu, Emine Yilmaz
A statistical method for system evaluation using incomplete judgments. SIGIR (2006)
Javed A. Aslam, Sergey Bratus, Virgiliu Pavlu
Semi-supervised Data Organization for Interactive Anomaly Analysis. ICMLA (2006)
Javed A. Aslam, Virgiliu Pavlu, Carlos Rei
The Hedge Algorithm for Metasearch at TREC 2006. TREC (2006)
Javed A. Aslam, Emine Yilmaz
Inferring document relevance via average precision. SIGIR (2006)
Javed A. Aslam, Virgiliu Pavlu, Emine Yilmaz
Measure-based metasearch. SIGIR (2005)
Javed A. Aslam, Emine Yilmaz, Virgiliu Pavlu
The maximum entropy method for analyzing retrieval measures. SIGIR (2005)
Javed A. Aslam, Emine Yilmaz, Virgiliu Pavlu
A geometric interpretation of r-precision and its correlation with average precision. SIGIR (2005)
Javed A. Aslam, Ekaterina Pelekhov, Daniela Rus
Persistent queries over dynamic text streams. Int. J. Electron. Bus. 3 (3/4) (2005)
Javed A. Aslam, Emine Yilmaz
A geometric interpretation and analysis of R-precision. CIKM (2005)
Javed A. Aslam, Ekaterina Pelekhov, Daniela Rus
The Star Clustering Algorithm for Static and Dynamic Information Organization. J. Graph Algorithms Appl. 8 (2004)
Javed A. Aslam, Sergey Bratus, David Kotz, Ronald A. Peterson, Brett Tofel, Daniela Rus
The Kerf Toolkit for Intrusion Analysis. IEEE Secur. Priv. 2 (6) (2004)
Javed A. Aslam, Robert Savell
On the effectiveness of evaluating retrieval systems in the absence of relevance judgments. SIGIR (2003)
Javed A. Aslam, Qun Li, Daniela Rus
Three power-aware routing algorithms for sensor networks. Wirel. Commun. Mob. Comput. 3 (2) (2003)
Javed A. Aslam, Meredith Frost
An information-theoretic measure for document similarity. SIGIR (2003)
Javed A. Aslam, Virgiliu Pavlu, Robert Savell
A unified model for metasearch, pooling, and system evaluation. CIKM (2003)
Javed A. Aslam, Sergey Bratus, David Kotz, Ronald A. Peterson, Daniela Rus, Brett Tofel
The Kerf toolkit for intrusion analysis. IAW (2003)
Javed A. Aslam, Virgiliu Pavlu, Robert Savell
A unified model for metasearch and the efficient evaluation of retrieval systems via the hedge algorithm. SIGIR (2003)
Qun Li, Javed A. Aslam, Daniela Rus
Distributed Energy-conserving Routing Protocols. HICSS (2003)
Javed A. Aslam, Zack J. Butler, Florin Constantin, Valentino Crespi, George Cybenko, Daniela Rus
Tracking a moving object with a binary sensor network. SenSys (2003)
Mark H. Montague, Javed A. Aslam
Condorcet fusion for improved retrieval. CIKM (2002)
Javed A. Aslam, April Rasala, Clifford Stein, Neal E. Young
Improved Bicriteria Existence Theorems for Scheduling CoRR (2002)
Qun Li, Javed A. Aslam, Daniela Rus
Online power-aware routing in wireless Ad-hoc networks. MobiCom (2001)
Javed A. Aslam, Mark H. Montague
Models for Metasearch. SIGIR (2001)
Javed A. Aslam, Mark H. Montague
Metasearch Consistency. SIGIR (2001)
Mark H. Montague, Javed A. Aslam
Relevance Score Normalization for Metasearch. CIKM (2001)

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Publication Activity (10 Years)

Top Topics

Top Venues

Javed A. Aslam