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Javed A. Aslam - Publications

Affiliations: 
Dartmouth College, Hanover, NH, United States 
Area:
Computer Science
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9/78 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2014 Azmandian F, Yilmazer A, Dy JG, Aslam JA, Kaeli DR. Harnessing the power of GPUs to speed up feature selection for outlier detection Journal of Computer Science and Technology. 29: 408-422. DOI: 10.1007/S11390-014-1439-4  0.352
2013 Golbus PB, Aslam JA, Clarke CLA. Increasing evaluation sensitivity to diversity Information Retrieval. 16: 530-555. DOI: 10.1007/S10791-012-9218-8  0.3
2009 Feuer A, Savev S, Aslam JA. Implementing and evaluating phrasal query suggestions for proximity search Information Systems. 34: 712-724. DOI: 10.1016/J.Is.2009.03.012  0.301
2006 Aslam JA, Pelekhov E, Rus D. The star clustering algorithm for static and dynamic information organization Graph Algorithms and Applications 5. 95-130. DOI: 10.7155/Jgaa.00084  0.36
2005 Aslam J, Pelekhov E, Rus D. Persistent queries over dynamic text streams International Journal of Electronic Business. 3: 288. DOI: 10.1504/Ijeb.2005.007273  0.381
2003 Aslam J, Li Q, Rus D. Three power-aware routing algorithms for sensor networks Wireless Communications and Mobile Computing. 3: 187-208. DOI: 10.1002/Wcm.111  0.317
2001 Van Horn JD, Grethe JS, Kostelec P, Woodward JB, Aslam JA, Rus D, Rockmore D, Gazzaniga MS. The Functional Magnetic Resonance Imaging Data Center (fMRIDC): the challenges and rewards of large-scale databasing of neuroimaging studies. Philosophical Transactions of the Royal Society of London. Series B, Biological Sciences. 356: 1323-39. PMID 11545705 DOI: 10.1098/Rstb.2001.0916  0.302
2000 Aslam JA, Leblanc A, Stein C. Clustering Data without Prior Knowledge Lecture Notes in Computer Science. 74-86. DOI: 10.1007/3-540-44691-5_7  0.358
1998 Aslam JA, Pelekhov K, Rus D. Generating, Visualizing, and Evaluating High-Quality Clusters for Information Organization Lecture Notes in Computer Science. 53-69. DOI: 10.1007/3-540-49654-8_5  0.369
Low-probability matches (unlikely to be authored by this person)
2008 Yilmaz E, Aslam JA. Estimating average precision when judgments are incomplete Knowledge and Information Systems. 16: 173-211. DOI: 10.1007/S10115-007-0101-7  0.298
2006 Aslam JA, Pelekhov E, Rus D. The star clustering algorithm for information organization Grouping Multidimensional Data: Recent Advances in Clustering. 1-23. DOI: 10.1007/3-540-28349-8_1  0.282
2014 Fadaee SS, Farajtabar M, Sundaram R, Aslam JA, Passas N. The network you keep: Analyzing persons of interest using cliqster Asonam 2014 - Proceedings of the 2014 Ieee/Acm International Conference On Advances in Social Networks Analysis and Mining. 122-129. DOI: 10.1007/S13278-015-0302-0  0.282
1998 Aslam JA, Decatur SE. General Bounds on Statistical Query Learning and PAC Learning with Noise via Hypothesis Boosting Information and Computation. 141: 85-118. DOI: 10.1006/Inco.1998.2664  0.281
2006 Aslam JA, Pavlu V, Rei C. The hedge algorithm for metasearch at TREC 2006 Nist Special Publication.  0.28
2005 Aslam JA, Pavlu V, Yilmaz E. Measure-based metasearch Sigir 2005 - Proceedings of the 28th Annual International Acm Sigir Conference On Research and Development in Information Retrieval. 571-572. DOI: 10.1145/1076034.1076133  0.28
2011 Azmandian F, Moffie M, Alshawabkeh M, Dy J, Aslam J, Kaeli D. Virtual machine monitor-based lightweight intrusion detection Operating Systems Review. 45: 38-53. DOI: 10.1145/2007183.2007189  0.279
2007 Aslam JA, Pavlu V, Zubaryeva O. The Hedge algorithm for metasearch at TREC 2007 Nist Special Publication.  0.274
2012 Dai K, Pavlu V, Kanoulas E, Aslam JA. Extended expectation maximization for inferring score distributions Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 7224: 293-304. DOI: 10.1007/978-3-642-28997-2_25  0.272
2012 Azmandian F, Yilmazer A, Dy JG, Aslam JA, Kaeli DR. GPU-accelerated feature selection for outlier detection using the local kernel density ratio Proceedings - Ieee International Conference On Data Mining, Icdm. 51-60. DOI: 10.1109/ICDM.2012.51  0.27
2011 Dai K, Kanoulas E, Pavlu V, Aslam JA. Variational bayes for modeling score distributions Information Retrieval. 14: 47-67. DOI: 10.1007/S10791-010-9156-2  0.267
2003 Aslam JA, Pavlu V, Savell R. A Unified Model for Metasearch and the Efficient Evaluation of Retrieval Systems via the Hedge Algorithm Sigir Forum (Acm Special Interest Group On Information Retrieval). 393-394.  0.261
1996 Aslam JA, Decatur SE. On the sample complexity of noise-tolerant learning Information Processing Letters. 57: 189-195. DOI: 10.1016/0020-0190(96)00006-3  0.257
2012 Alshawabkeh M, Kaeli D, Aslam JA, Dy JG, Schaa D. Enhanced boosting-based algorithm for intrusion detection in virtual machine environments Parallel Architectures and Compilation Techniques - Conference Proceedings, Pact. 13-18. DOI: 10.1145/2420936.2420939  0.256
2006 Kanoulas E, Aslam J, Sharp G, Berbeco R, Nishioka S, Shirato H, Jiang SB. WE‐C‐ValA‐04: Derivation of the Tumor Position From External Respiratory Surrogates with Periodical Updating of External/internal Correlation Medical Physics. 33: 2232-2233. DOI: 10.1118/1.2241694  0.249
2007 Kanoulas E, Aslam JA, Sharp GC, Berbeco RI, Nishioka S, Shirato H, Jiang SB. Derivation of the tumor position from external respiratory surrogates with periodical updating of the internal/external correlation. Physics in Medicine and Biology. 52: 5443-56. PMID 17762097 DOI: 10.1088/0031-9155/52/17/023  0.249
2011 Alshawabkeh M, Aslam JA, Kaeli D, Dy J. A novel feature selection for intrusion detection in virtual machine environments Proceedings - International Conference On Tools With Artificial Intelligence, Ictai. 879-881. DOI: 10.1109/ICTAI.2011.138  0.248
2015 Metrikov P, Pavlu V, Aslam JA. Aggregation of crowdsourced ordinal assessments and integration with learning to rank: A latent trait model International Conference On Information and Knowledge Management, Proceedings. 19: 1391-1400. DOI: 10.1145/2806416.2806492  0.239
2012 Azmandian F, Dy JG, Aslam JA, Kaeli DR. Local kernel density ratio-based feature selection for outlier detection Journal of Machine Learning Research. 25: 49-64.  0.239
2008 Carterette B, Pavlu V, Kanoulas E, Aslam JA, Allan J. Evaluation over thousands of queries Acm Sigir 2008 - 31st Annual International Acm Sigir Conference On Research and Development in Information Retrieval, Proceedings. 651-658. DOI: 10.1145/1390334.1390445  0.238
2012 Alshawabkeh M, Aslam JA, Dy JG, Kaeli D. Feature weighting and selection using hypothesis margin of boosting Proceedings - Ieee International Conference On Data Mining, Icdm. 41-50. DOI: 10.1109/ICDM.2012.143  0.237
2001 Grethe JS, Van Horn JD, Woodward JB, Inati S, Kostelec PJ, Aslam JA, Rockmore D, Rus D, Gazzaniga MS. The fMRI data center: An introduction Neuroimage. 13: 135. DOI: 10.1016/S1053-8119(01)91478-8  0.237
2011 Alshawabkeh M, Aslam JA, Dy J, Kaeli D. Feature selection metric using AUC margin for small samples and imbalanced data classification problems Proceedings - 10th International Conference On Machine Learning and Applications, Icmla 2011. 1: 145-150. DOI: 10.1109/ICMLA.2011.70  0.233
1993 Aslam JA, Dhagat A. On-line algorithms for 2-coloring hypergraphs via chip games Theoretical Computer Science. 112: 355-369. DOI: 10.1016/0304-3975(93)90025-O  0.222
2013 Golbus PB, Aslam JA. A mutual information-based framework for the analysis of information retrieval systems Sigir 2013 - Proceedings of the 36th International Acm Sigir Conference On Research and Development in Information Retrieval. 683-692. DOI: 10.1145/2484028.2484073  0.218
2013 Ekstrand-Abueg M, Pavlu V, Aslam JA. Live nuggets extractor: A semi-automated system for text extraction and test collection creation Sigir 2013 - Proceedings of the 36th International Acm Sigir Conference On Research and Development in Information Retrieval. 1087-1088. DOI: 10.1145/2484028.2484211  0.217
2013 Metrikov P, Wu J, Anderton J, Pavlu V, Aslam JA. A modification of Lambda MART to handle noisy crowdsourced assessments Acm International Conference Proceeding Series. 133-134. DOI: 10.1145/2499178.2499198  0.215
2009 Aslam JA, Kanoulas E, Pavlu V, Savev S, Yilmaz E. Document selection methodologies for efficient and effective learning-to-rank Proceedings - 32nd Annual International Acm Sigir Conference On Research and Development in Information Retrieval, Sigir 2009. 468-475. DOI: 10.1145/1571941.1572022  0.208
2006 Yilmaz E, Aslam JA. Estimating average precision with incomplete and imperfect judgments International Conference On Information and Knowledge Management, Proceedings. 102-111. DOI: 10.1145/1183614.1183633  0.204
1998 Aslam JA, Decatur SE. Specification and Simulation of Statistical Query Algorithms for Efficiency and Noise Tolerance Journal of Computer and System Sciences. 56: 191-208.  0.201
2010 Alshawabkeh M, Moffie M, Azmandian F, Aslam JA, Dy J, Kaeli D. Effective virtual machine monitor intrusion detection using feature selection on highly imbalanced data Proceedings - 9th International Conference On Machine Learning and Applications, Icmla 2010. 823-827. DOI: 10.1109/ICMLA.2010.127  0.2
2013 Bashir M, Anderton J, Wu J, Golbus PB, Pavlu V, Aslam JA. A document rating system for preference judgements Sigir 2013 - Proceedings of the 36th International Acm Sigir Conference On Research and Development in Information Retrieval. 909-912. DOI: 10.1145/2484028.2484170  0.198
2008 Yilmaz E, Aslam JA, Robertson S. A new rank correlation coefficient for information retrieval Acm Sigir 2008 - 31st Annual International Acm Sigir Conference On Research and Development in Information Retrieval, Proceedings. 587-594. DOI: 10.1145/1390334.1390435  0.197
2003 Aslam JA, Frost M. An Information-theoretic Measure for Document Similarity Sigir Forum (Acm Special Interest Group On Information Retrieval). 449-450.  0.197
2012 Metrikov P, Pavlu V, Aslam JA. Impact of assessor disagreement on ranking performance Sigir'12 - Proceedings of the International Acm Sigir Conference On Research and Development in Information Retrieval. 1091-1092. DOI: 10.1145/2348283.2348484  0.196
2009 Carterette B, Pavlu V, Kanoulas E, Aslam JA, Allan J. If I Had a Million Queries Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5478: 313-324. DOI: 10.1007/978-3-642-00958-7_29  0.195
2014 Golbus PB, Aslam JA. On the Information Difference between standard retrieval models Sigir 2014 - Proceedings of the 37th International Acm Sigir Conference On Research and Development in Information Retrieval. 1135-1138. DOI: 10.1145/2600428.2609528  0.193
2005 Aslam JA, Yilmaz E, Pavlu V. The maximum entropy method for analyzing retrieval measures Sigir 2005 - Proceedings of the 28th Annual International Acm Sigir Conference On Research and Development in Information Retrieval. 27-34. DOI: 10.1145/1076034.1076042  0.187
2006 Aslam JA, Yilmaz E. Inferring document relevance via average precision Proceedings of the Twenty-Ninth Annual International Acm Sigir Conference On Research and Development in Information Retrieval. 2006: 601-602.  0.185
2007 Feuer A, Savev S, Aslam JA. Evaluation of phrasal query suggestions International Conference On Information and Knowledge Management, Proceedings. 841-847. DOI: 10.1145/1321440.1321556  0.184
2015 Shokat Fadaee S, Farajtabar M, Sundaram R, Aslam JA, Passas N. On the network you keep: analyzing persons of interest using Cliqster Social Network Analysis and Mining. 5: 1-14. DOI: 10.1007/s13278-015-0302-0  0.183
2006 Aslam JA, Pavlu V, Yilmaz E. A statistical method for evaluation using incomplete judgments Proceedings of the Twenty-Ninth Annual International Acm Sigir Conference On Research and Development in Information Retrieval. 2006: 541-548.  0.182
2016 Li C, Wang B, Pavlu V, Aslam JA. An empirical study of skip-gram features and regularization for learning on sentiment analysis Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 9626: 72-87. DOI: 10.1007/978-3-319-30671-1_6  0.18
2013 Metrikov P, Pavlu V, Aslam JA. Optimizing nDCG gains by minimizing effect of label inconsistency Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 7814: 760-763. DOI: 10.1007/978-3-642-36973-5_78  0.175
2009 Kanoulas E, Aslam JA. Empirical justification of the gain and discount function for nDCG International Conference On Information and Knowledge Management, Proceedings. 611-620. DOI: 10.1145/1645953.1646032  0.175
2011 Azmandian F, Moffie M, Dy JG, Aslam JA, Kaeli DR. Workload characterization at the virtualization layer Ieee International Workshop On Modeling, Analysis, and Simulation of Computer and Telecommunication Systems - Proceedings. 63-72. DOI: 10.1109/MASCOTS.2011.63  0.172
2009 Kanoulas E, Pavlu V, Dai K, Aslam JA. Modeling the score distributions of relevant and non-relevant documents Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5766: 152-163. DOI: 10.1007/978-3-642-04417-5_14  0.172
2012 Azmandian F, Kaeli DR, Dy JG, Aslam JA, Schaa D. Securing cloud storage systems through a virtual machine monitor Parallel Architectures and Compilation Techniques - Conference Proceedings, Pact. 19-24. DOI: 10.1145/2420936.2420940  0.159
2008 Yilmaz E, Kanoulas E, Aslam JA. A simple and efficient sampling method for estimating AP and NDCG Acm Sigir 2008 - 31st Annual International Acm Sigir Conference On Research and Development in Information Retrieval, Proceedings. 603-610. DOI: 10.1145/1390334.1390437  0.147
2010 Kanoulas E, Dai K, Pavlu V, Aslam JA. Score distribution models: Assumptions, intuition, and robustness to score manipulation Sigir 2010 Proceedings - 33rd Annual International Acm Sigir Conference On Research and Development in Information Retrieval. 242-249. DOI: 10.1145/1835449.1835491  0.143
2007 Aslam JA, Yilmaz E. Inferring document relevance from incomplete information International Conference On Information and Knowledge Management, Proceedings. 633-642. DOI: 10.1145/1321440.1321529  0.137
2015 Azmandian F, Kaeli DR, Dy JG, Aslam JA. Securing virtual execution environments through machine learning-based intrusion detection Ieee International Workshop On Machine Learning For Signal Processing, Mlsp. 2015. DOI: 10.1109/MLSP.2015.7324345  0.136
2012 Rajput S, Ekstrand-Abueg M, Pavlu V, Aslam JA. Constructing test collections by inferring document relevance via extracted relevant information Acm International Conference Proceeding Series. 145-154. DOI: 10.1145/2396761.2396783  0.13
2005 Aslam JA, Yilmaz E, Pavlu V. A geometric interpretation of r-precision and its correlation with average precision Sigir 2005 - Proceedings of the 28th Annual International Acm Sigir Conference On Research and Development in Information Retrieval. 573-574. DOI: 10.1145/1076034.1076134  0.12
2003 Aslam JA, Savell R. On the Effectiveness of Evaluating Retrieval Systems in the Absence of Relevance Judgments Sigir Forum (Acm Special Interest Group On Information Retrieval). 361-362.  0.118
2005 Aslam JA, Yilmaz E. A geometric interpretation and analysis of R-precision International Conference On Information and Knowledge Management, Proceedings. 664-671. DOI: 10.1145/1099554.1099721  0.115
2008 Allan J, Aslam JA, Carterette B, Pavlu V, Kanoulas E. Million query track 2008 overview Nist Special Publication.  0.115
2007 Allan J, Carterette B, Aslam JA, Pavlu V, Dachev B, Kanoulas E. Million query track 2007 overview Nist Special Publication.  0.115
2007 Aslam JA, Pavlu V. Query hardness estimation using Jensen-Shannon divergence among multiple scoring functions Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 4425: 198-209.  0.105
2002 Montague M, Aslam JA. Condorcet fusion for improved retrieval International Conference On Information and Knowledge Management, Proceedings. 538-548.  0.097
2003 Aslam JA, Pavlu V, Savell R. A unified model for metasearch, pooling, and system evaluation International Conference On Information and Knowledge Management, Proceedings. 484-491.  0.092
2012 Pavlu V, Rajput S, Golbus PB, Aslam JA. IR system evaluation using nugget-based test collections Wsdm 2012 - Proceedings of the 5th Acm International Conference On Web Search and Data Mining. 393-402. DOI: 10.1145/2124295.2124343  0.09
2011 Rajput S, Pavlu V, Golbus PB, Aslam JA. A nugget-based test collection construction paradigm International Conference On Information and Knowledge Management, Proceedings. 1945-1948. DOI: 10.1145/2063576.2063861  0.08
2001 Montague M, Aslam JA. Metasearch consistency Sigir Forum (Acm Special Interest Group On Information Retrieval). 386-387.  0.078
2013 Anderton J, Bashir M, Pavlu V, Aslam JA. An analysis of crowd workers mistakes for specific and complex relevance assessment task International Conference On Information and Knowledge Management, Proceedings. 1873-1876. DOI: 10.1145/2505515.2507884  0.069
2001 Aslam JA, Montague M. Models for metasearch Sigir Forum (Acm Special Interest Group On Information Retrieval). 276-284.  0.058
2001 Montague M, Aslam JA. Relevance score normalization for metasearch International Conference On Information and Knowledge Management, Proceedings. 427-433.  0.056
2009 Allan J, Aslam JA. Preface from the General Chairs Proceedings - 32nd Annual International Acm Sigir Conference On Research and Development in Information Retrieval, Sigir 2009.  0.037
2006 Ahmad F, Khan MY, Khawar A, Bangush W, Aslam J. Management of parapharyngeal space tumours. Journal of the College of Physicians and Surgeons--Pakistan : Jcpsp. 16: 7-10. PMID 16441979 DOI: 1.2006/JCPSP.710  0.026
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