Javed A. Aslam

Publications, Bibliographic Information


@article{GolbusAsCl13,
  author=	{Golbus, Peter and Aslam, Javed A. and Clarke, Charles L. A.},
  title=	{Increasing Evaluation Sensitivity to Diversity},
  journal=	{Information Retrieval},
  year=	{2013},
  month=	{August},
  volume=	{16},
  number=	{4},
  pages=	{530--555}
  }
@inproceedings{AndertonBaPaAs13,
  author=	{Anderton, Jesse and Bashir, Maryam and Pavlu, Virgil and Aslam, Javed A.},
  title=	{An Analysis of Crowd Workers Mistakes for Specific and Complex Relevance Assessment Task},
  booktitle=	{Proceedings of the 22nd ACM International Conference on Information and Knowledge Management},
  year=	{2013},
  pages=	{1873--1876},
  month=	{October},
  publisher=	{ACM Press}
  }
@inproceedings{MetrikovWuAnPaAs13,
  author=	{Metrikov, Pavel and Wu, Jie and Anderton, Jesse and Pavlu, Virgil and Aslam, Javed A.},
  title=	{A Modification of {LambdaMART} to Handle Noisy Crowdsourced Assessments},
  booktitle=	{Proceedings of the 4th International Conference on the Theory of Information Retrieval},
  year=	{2013},
  pages=	{31},
  month=	{September},
  publisher=	{ACM Press}
  }
@inproceedings{GolbusAs13,
  author=	{Golbus, Peter and Aslam, Javed A.},
  title=	{A Mutual Information-based Framework for the Analysis of Information Retrieval Systems},
  booktitle=	{Proceedings of the 36th Annual International {ACM SIGIR} Conference on Research and Development in Information Retrieval},
  year=	{2013},
  pages=	{683--692},
  month=	{July},
  publisher=	{ACM Press}
  }
@inproceedings{BashirAnWuGoPaAs13,
  author=	{Bashir, Maryam and Anderton, Jesse and Wu, Jie and Golbus, Peter and Pavlu, Virgil and Aslam, Javed A.},
  title=	{A Document Rating System for Preference Judgements},
  booktitle=	{Proceedings of the 36th Annual International {ACM SIGIR} Conference on Research and Development in Information Retrieval},
  year=	{2013},
  pages=	{909--912},
  month=	{July},
  publisher=	{ACM Press}
  }
@inproceedings{EkstrandAbuegPaAs13,
  author=	{Ekstrand-Abueg, Matthew and Pavlu, Virgil and Aslam, Javed A.},
  title=	{Live Nuggets Extractor: A Semi-automated System for Text Extraction and Test Collection Creation},
  booktitle=	{Proceedings of the 36th Annual International {ACM SIGIR} Conference on Research and Development in Information Retrieval},
  year=	{2013},
  pages=	{1087--1088},
  month=	{July},
  publisher=	{ACM Press}
  }
@incollection{MetrikovPaAs13,
  author=	{Metrikov, Pavel and Pavlu, Virgiliu and Aslam, Javed A.},
  title=	{Optimizing nDCG Gains by Minimizing Effect of Label Inconsistency},
  booktitle=	{Advances in Information Retrieval: 35th European Conference on IR Research},
  year=	{2013},
  volume=	{7814},
  series=	{Lecture Notes in Computer Science},
  pages=	{760--763},
  month=	{March},
  publisher=	{Springer-Verlag}
  }
@inproceedings{AzmandianYiDyAsKa12,
  author=	{Azmandian, Fatemeh and Yilmazer, Ayse and Dy, Jennifer G. and Aslam, Javed A. and Kaeli, David R.},
  title=	{GPU-Accelerated Feature Selection for Outlier Detection Using the Local Kernel Density Ratio},
  booktitle=	{Proceedings of the 12th {IEEE} International Conference on Data Mining},
  year=	{2012},
  pages=	{51--60},
  month=	{December},
  publisher=	{IEEE Computer Society}
  }
@inproceedings{AlshawabkehAsDyKa12,
  author=	{Alshawabkeh, Malak and Aslam, Javed A. and Dy, Jennifer G. and Kaeli, David R.},
  title=	{Feature Weighting and Selection Using Hypothesis Margin of Boosting},
  booktitle=	{Proceedings of the 12th {IEEE} International Conference on Data Mining},
  year=	{2012},
  pages=	{41--50},
  month=	{December},
  publisher=	{IEEE Computer Society}
  }
@article{AzmandianDyAsKa12,
  author=	{Azmandian, Fatemeh and Dy, Jennifer and Aslam, Javed A. and Kaeli, David R.},
  title=	{Local Kernel Density Ratio-Based Feature Selection for Outlier Detection},
  journal=	{Journal of Machine Learning Research - Proceedings Track},
  year=	{2012},
  volume=	{25},
  pages=	{49--64},
  month=	{November},
  note=	{Proceedings of the 4th Asian Conference on Machine Learning (ACML).}
  }
@inproceedings{AslamLiPaRu12,
  author=	{Aslam, Javed A. and Lim, Sejoon and Pan, Xinghao and Rus, Daniela},
  title=	{City-scale Traffic Estimation From a Roving Sensor Network},
  booktitle=	{Proceedings of the 10th {ACM} Conference on Embedded Network Sensor Systems},
  year=	{2012},
  pages=	{141--154},
  month=	{November},
  publisher=	{ACM}
  }
@inproceedings{RajputEkPaAs12,
  author=	{Rajput, Shahzad and Ekstrand-Abueg, Matthew and Pavlu, Virgiliu and Aslam, Javed A.},
  title=	{Constructing Test Collections by Inferring Document Relevance via Extracted Relevant Information},
  booktitle=	{Proceedings of the 21st ACM Conference on Information and Knowledge Management},
  year=	{2012},
  pages=	{145--154},
  month=	{October},
  publisher=	{ACM Press}
  }
@inproceedings{AlshawabkehKaAsDySc12,
  author=	{Alshawabkeh, Malak and Kaeli, David R. and Aslam, Javed A. and Dy, Jennifer G. and Schaa, Dana},
  title=	{Enhanced Boosting-based Algorithm for Intrusion Detection in Virtual Machine Environments},
  booktitle=	{Proceedings of the First International Workshop on Secure and Resilient Architectures and Systems},
  year=	{2012},
  pages=	{13--18},
  month=	{September},
  publisher=	{ACM}
  }
@inproceedings{AzmandianKaDyAsSc12,
  author=	{Azmandian, Fatemeh and Kaeli, David R. and Dy, Jennifer G. and Aslam, Javed A. and Schaa, Dana},
  title=	{Securing Cloud Storage Systems Through a Virtual Machine Monitor},
  booktitle=	{Proceedings of the First International Workshop on Secure and Resilient Architectures and Systems},
  year=	{2012},
  pages=	{19--24},
  month=	{September},
  publisher=	{ACM}
  }
@inproceedings{AslamLiRu12,
  author=	{Aslam, Javed A. and Lim, Sejoon and Rus, Daniela L.},
  title=	{Congestion-aware Traffic Routing System using Sensor Data},
  booktitle=	{Proceedings of the 15th International {IEEE} Conference on Intelligent Transportation Systems},
  year=	{2012},
  pages=	{1006--1013},
  month=	{September},
  publisher=	{IEEE}
  }
@inproceedings{VolkovAsRu12,
  author=	{Volkov, Mikhail and Aslam, Javed A. and Rus, Daniela},
  title=	{Markov-Based Redistribution Policy Model for Future Urban Mobility Networks},
  booktitle=	{Proceedings of the 15th International {IEEE} Conference on Intelligent Transportation Systems},
  year=	{2012},
  pages=	{1906--1911},
  month=	{September},
  publisher=	{IEEE}
  }
@inproceedings{MetrikovPaAs12,
  author=	{Metrikov, Pavel and Pavlu, Virgiliu and Aslam, Javed A.},
  title=	{Impact of Assessor Disagreement on Ranking Performance},
  booktitle=	{Proceedings of the 35th Annual International {ACM SIGIR} Conference on Research and Development in Information Retrieval},
  year=	{2012},
  pages=	{1091--1092},
  month=	{August},
  publisher=	{ACM Press}
  }
@article{AllanEtAl12,
  author=	{Allan, James and Croft, Bruce and Moffat, Alistair and Sanderson, Mark and Aslam, Jay and Azzopardi, Leif and Belkin, Nick and Borland, Pia and Bruza, Peter and Callan, Jamie and Carman, Mark and Clarke, Charles L. A. and Craswell, Nick and Culpepper, J. Shane and Diaz, Fernando and Dumais, Sue and Ferro, Nicola and Geva, Shlomo and Gonzalo, Julio and Hawking, David and Jarvelin, Kalervo and Jones, Gareth and Jones, Rosie and Kamps, Jaap and Kando, Noriko and Kanoulas, Evangelos and Karlgren, Jussi and Kelly, Diane and Lease, Matthew and Lin, Jimmy and Mizzaro, Stefano and Murdock, Vanessa and Oard, Doug and de Rijke, Maarten and Sakai, Tetsuya and Scholer, Frank and Si, Luo and Thom, James A. and Thomas, Paul and Trotman, Andrew and Turmin, Andrew and de Vries, Arjen P. and Webber, William and Zhang, Xiuzhen (Jenny) and Zhang, Yi},
  title=	{Frontiers, Challenges, and Opportunities for Information Retrieval},
  journal=	{{ACM SIGIR} Forum},
  year=	{2012},
  volume=	{46},
  number=	{1},
  pages=	{2--32},
  month=	{June},
  note=	{ACM Press. Report from {SWIRL} 2012, The Second Strategic Workshop on Information Retrieval in {Lorne}.}
  }
@incollection{DaiKaPaAs12,
  author=	{Dai, Keshi and Pavlu, Virgil and Kanoulas, Evangelos and Aslam, Javed A.},
  title=	{Extended Expectation Maximization for Inferring Score Distributions},
  booktitle=	{Advances in Information Retrieval: 34th European Conference on IR Research},
  year=	{2012},
  volume=	{7224},
  series=	{Lecture Notes in Computer Science},
  pages=	{293--304},
  month=	{April},
  publisher=	{Springer-Verlag}
  }
@inproceedings{PavluRaGoAs12,
  author=	{Pavlu, Virgil and Rajput, Shahzad and Golbus, Peter B. and Aslam, Javed A.},
  title=	{IR System Evaluation using Nugget-based Test Collections},
  booktitle=	{Proceedings of the Fifth ACM International Conference on Web Search and Data Mining},
  year=	{2012},
  pages=	{393--402},
  month=	{February},
  publisher=	{ACM Press}
  }
@inproceedings{AlshawabkehAsDyKa11,
  author=	{Alshawabkeh, Malak and Aslam, Javed A. and Dy, Jennifer and Kaeli, David},
  title=	{Feature Selection Metric Using {AUC} Margin for Small Samples and Imbalanced Data Classification Problems},
  booktitle=	{Proceedings of the Tenth International Conference on Machine Learning and Applications},
  year=	{2011},
  pages=	{145--150},
  month=	{December},
  publisher=	{IEEE Computer Society}
  }
@inproceedings{AlshawabkehAsKaDy11,
  author=	{Alshawabkeh, Malak and Aslam, Javed A. and Kaeli, David and Dy, Jennifer},
  title=	{A Novel Feature Selection for Intrusion Detection in Virtual Machine Environments},
  booktitle=	{Proceedings of the 23rd {IEEE} International Conference on Tools with Artificial Intelligence},
  year=	{2011},
  pages=	{879--881},
  month=	{November}
  }
@inproceedings{RajputPaGoAs11,
  author=	{Rajput, Shahzad and Pavlu, Virgil and Golbus, Peter B. and Aslam, Javed A.},
  title=	{A Nugget-based Test Collection Construction Paradigm},
  booktitle=	{Proceedings of the 20th ACM Conference on Information and Knowledge Management},
  year=	{2011},
  pages=	{1945--1948},
  month=	{October},
  publisher=	{ACM Press}
  }
@inproceedings{AzmandianMoDyAsKa11,
  author=	{Azmandian, Fatemeh and Moffie, Micha and Dy, Jennifer G. and Aslam, Javed A. and Kaeli, David R.},
  title=	{Workload Characterization at the Virtualization Layer},
  booktitle=	{Proceedings of the 19th Annual Meeting of the {IEEE} International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunications Systems},
  year=	{2011},
  pages=	{63--72},
  month=	{July}
  }
@inproceedings{KanoulasSaMePaAs11,
  author=	{Kanoulas, Evangelos and Savev, Stefan and Metrikov, Pavel and Pavlu, Virgiliu and Aslam, Javed A.},
  title=	{A Large-scale Study of the Effect of Training Set Characteristics over Learning-to-rank Algorithms},
  booktitle=	{Proceedings of the 34th Annual International {ACM SIGIR} Conference on Research and Development in Information Retrieval},
  year=	{2011},
  editor=	{Ma, Wei-Ying and Nie, Jian-Yun and Baeza-Yates, Ricardo A. and Chua, Tat-Seng and Croft, W. Bruce},
  pages=	{1243--1244},
  month=	{July},
  publisher=	{ACM Press}
  }
@article{AzmandianMoAlDyAsKa11,
  author=	{Azmandian, Fatemeh and Moffie, Micha and Alshawabkeh, Malak and Dy, Jennifer G. and Aslam, Javed A. and Kaeli, David R.},
  title=	{Virtual Machine Monitor-based Lightweight Intrusion Detection},
  journal=	{Operating Systems Review},
  year=	{2011},
  volume=	{45},
  number=	{2},
  pages=	{38--53}
  }
@inproceedings{YilmazKaRoAs11,
  author=	{Yilmaz, Emine and Kanoulas, Evangelos and Robertson, Stephen and Aslam, Javed},
  title=	{Constructing Collections for Learning to Rank},
  booktitle=	{Proceedings of the 11th Dutch-Belgian Information Retrieval Workshop},
  year=	{2011},
  pages=	{62--63},
  month=	{February}
  }
@article{DaiKaPaAs11,
  author=	{Dai, Keshi and Kanoulas, Evangelos and Pavlu, Virgil and Aslam, Javed A.},
  title=	{Variational Bayes for Modeling Score Distributions},
  journal=	{Information Retrieval},
  year=	{2011},
  volume=	{14},
  number=	{1},
  pages=	{47--67}
  }
@inproceedings{AlshawabkehMoAzAsDyKa10,
  author=	{Alshawabkeh, Malak and Moffie, Micha and Azmandian, Fatemeh and Aslam, Javed A. and Dy, Jennifer and Kaeli, David},
  title=	{Effective Virtual Machine Monitor Intrusion Detection Using Feature Selection on Highly Imbalanced Data},
  booktitle=	{Proceedings of the Ninth International Conference on Machine Learning and Applications},
  year=	{2010},
  pages=	{823--827},
  month=	{December},
  publisher=	{IEEE Press}
  }
@inproceedings{KanoulasDaPaAs10,
  author=	{Kanoulas, Evangelos and Dai, Keshi and Pavlu, Virgiliu and Aslam, Javed A.},
  title=	{Score Distribution Models: Assumptions, Intuition, and Robustness to Score Manipulation},
  booktitle=	{Proceedings of the 33rd Annual International {ACM SIGIR} Conference on Research and Development in Information Retrieval},
  year=	{2010},
  editor=	{Crestani, Fabio and Marchand-Maillet, Stephane and Chen, Hsin-Hsi and Efthimiadis, Efthimis N. and Savoy, Jacques},
  pages=	{242--249},
  month=	{July},
  publisher=	{ACM Press}
  }
@article{FeuerSaAs09,
  author=	{Feuer, Alan and Savev, Stefan and Aslam, Javed A.},
  title=	{Implementing and Evaluating Phrasal Query Suggestions for Proximity Search},
  journal=	{Information Systems},
  year=	{2009},
  volume=	{34},
  number=	{8},
  pages=	{711--723},
  month=	{December}
  }
@inproceedings{KanoulasAs09,
  author=	{Kanoulas, Evangelos and Aslam, Javed A.},
  title=	{Empirical Justification of the Gain and Discount Function for {nDCG}},
  booktitle=	{Proceedings of the Eighteenth ACM Conference on Information and Knowledge Management},
  year=	{2009},
  editor=	{Cheung, David Wai-Lok and Song, Il-Yeol and Chu, Wesley W. and Hu, Xiaohu and Lin, Jimmy J.},
  pages=	{611--620},
  month=	{November},
  publisher=	{ACM Press}
  }
@inproceedings{KanoulasPaDaAs09,
  author=	{Kanoulas, Evangelos and Pavlu, Virgil and Dai, Keshi and Aslam, Javed A.},
  title=	{Modeling the Score Distributions of Relevant and Non-relevant Documents},
  booktitle=	{Proceedings of the 3rd International Conference on Theory in Information Retrieval},
  year=	{2009},
  editor=	{Azzopardi, Leif and Kazai, Gabriella and Robertson, Stephen E. and Ruger, Stefan M. and Shokouhi, Milad and Song, Dawei and Yilmaz, Emine},
  volume=	{5766},
  series=	{Lecture Notes in Computer Science},
  pages=	{152--163},
  month=	{September},
  publisher=	{Springer}
  }
@inproceedings{AslamKaPaSaYi09,
  author=	{Aslam, Javed A. and Kanoulas, Evangelos and Pavlu, Virgil and Savev, Stefan and Yilmaz, Emine},
  title=	{Document Selection Methodologies for Efficient and Effective Learning-to-rank},
  booktitle=	{Proceedings of the 32nd Annual International {ACM SIGIR} Conference on Research and Development in Information Retrieval},
  year=	{2009},
  editor=	{Allan, James and Aslam, Javed A. and Sanderson, Mark and Zhai, ChengXiang and Zobel, Justin},
  pages=	{468--475},
  month=	{July},
  publisher=	{ACM Press}
  }
@incollection{CarterettePaKaAsAl09,
  author=	{Carterette, Ben and Pavlu, Virgil and Kanoulas, Evangelos and Aslam, Javed A. and Allan, James},
  title=	{If {I} Had a Million Queries},
  booktitle=	{Advances in Information Retrieval: 31st European Conference on IR Research},
  publisher=	{Springer-Verlag},
  year=	{2009},
  editor=	{Boughanem, Mohand and Berrut, Catherine and Mothe, Josiane and Soule-Dupuy, Chantal},
  volume=	{5478},
  series=	{Lecture Notes in Computer Science},
  pages=	{288--300},
  month=	{April}
  }
@inproceedings{AllanCaAsPaDaKa08,
  author=	{Allan, James and Carterette, Ben and Aslam, Javed A. and Pavlu, Virgil and Dachev, Blagovest and Kanoulas, Evangelos},
  title=	{Million Query Track 2007 Overview},
  booktitle=	{The Sixteenth Text REtrieval Conference Proceedings (TREC 2007)},
  year=	{2008},
  editor=	{Voorhees, Ellen M. and Buckland, Lori P.},
  pages=	{85--104},
  month=	{December},
  publisher=	{National Institute of Standards and Technology},
  note=	{NIST Special Publication SP 500-274.}
  }
@inproceedings{AslamPaZu08,
  author=	{Aslam, Javed A. and Pavlu, Virgil and Zubaryeva, Olena},
  title=	{The Hedge Algorithm for Metasearch at TREC 2007},
  booktitle=	{The Sixteenth Text REtrieval Conference Proceedings (TREC 2007)},
  year=	{2008},
  editor=	{Voorhees, Ellen M. and Buckland, Lori P.},
  month=	{December},
  publisher=	{National Institute of Standards and Technology},
  note=	{NIST Special Publication SP 500-274.}
  }
@article{YilmazAs08,
  author=	{Yilmaz, Emine and Aslam, Javed A.},
  title=	{Estimating Average Precision When Judgments are Incomplete},
  journal=	{Knowledge and Information Systems},
  year=	{2008},
  volume=	{16},
  number=	{2},
  pages=	{173--211},
  month=	{August}
  }
@inproceedings{AslamPoRi08,
  author=	{Aslam, Javed A. and Popa, Raluca A. and Rivest, Ronald L.},
  title=	{On Auditing Elections When Precincts Have Different Sizes},
  booktitle=	{Proceedings of the 2008 {USENIX/ACCURATE} Electronic Voting Technology Workshop},
  year=	{2008},
  month=	{July}
  }
@inproceedings{CarterettePaKaAsAl08,
  author=	{Carterette, Ben and Pavlu, Virgil and Kanoulas, Evangelos and Aslam, Javed A. and Allan, James},
  title=	{Evaluation Over Thousands of Queries},
  booktitle=	{Proceedings of the 31st Annual International {ACM SIGIR} Conference on Research and Development in Information Retrieval},
  year=	{2008},
  editor=	{Myaeng, Sung-Hyon and Oard, Douglas W. and Sebastiani, Fabrizio and Chua, Tat-Seng and Leong, Mun-Kew},
  pages=	{651--658},
  month=	{July},
  publisher=	{ACM Press}
  }
@inproceedings{YilmazAsRo08,
  author=	{Yilmaz, Emine and Aslam, Javed A. and Robertson, Stephen},
  title=	{A New Rank Correlation Coefficient for Information Retrieval},
  booktitle=	{Proceedings of the 31st Annual International {ACM SIGIR} Conference on Research and Development in Information Retrieval},
  year=	{2008},
  editor=	{Myaeng, Sung-Hyon and Oard, Douglas W. and Sebastiani, Fabrizio and Chua, Tat-Seng and Leong, Mun-Kew},
  pages=	{587--594},
  month=	{July},
  publisher=	{ACM Press}
  }
@inproceedings{YilmazKaAs08,
  author=	{Yilmaz, Emine and Kanoulas, Evangelos and Aslam, Javed A.},
  title=	{A Simple and Efficient Sampling Method for Estimating {AP} and {NDCG}},
  booktitle=	{Proceedings of the 31st Annual International {ACM SIGIR} Conference on Research and Development in Information Retrieval},
  year=	{2008},
  editor=	{Myaeng, Sung-Hyon and Oard, Douglas W. and Sebastiani, Fabrizio and Chua, Tat-Seng and Leong, Mun-Kew},
  pages=	{603--610},
  month=	{July},
  publisher=	{ACM Press}
  }
@inproceedings{KanoulasAs08,
  author=	{Kanoulas, Evangelos and Aslam, Javed A.},
  title=	{Empirical Justification of the Discount Function for nDCG [abstract]},
  booktitle=	{Proceedings of the {SIGIR} 2008 Workshop: Beyond Binary Relevance: Preferences, Diversity and Set-Level Judgments},
  year=	{2008},
  editor=	{Bennett, Paul N. and Carterette, Ben and Chapelle, Olivier and Joachims, Thorsten},
  pages=	{6},
  month=	{July}
  }
@inproceedings{AslamYi07b,
  author=	{Aslam, Javed A. and Yilmaz, Emine},
  title=	{Inferring Document Relevance from Incomplete Information},
  booktitle=	{Proceedings of the Sixteenth ACM Conference on Information and Knowledge Management},
  year=	{2007},
  pages=	{633--642},
  month=	{November},
  publisher=	{ACM Press}
  }
@inproceedings{FeuerSaAs07,
  author=	{Feuer, Alan and Savev, Stefan and Aslam, Javed A.},
  title=	{Evaluation of Phrasal Query Suggestions},
  booktitle=	{Proceedings of the Sixteenth ACM Conference on Information and Knowledge Management},
  year=	{2007},
  pages=	{841--848},
  month=	{November},
  publisher=	{ACM Press}
  }
@article{KanoulasAsShBeNiShJi07,
  author=	{Kanoulas, E. and Aslam, J. A. and Sharp, G. C. and Berbeco, R. I. and Nishioka, S. and Shirato, H. and Jiang, S. B.},
  title=	{Derivation of the Tumor Position from External Respiratory Surrogates with Periodical Updating of the Internal/External Correlation},
  journal=	{Physics in Medicine and Biology},
  year=	{2007},
  volume=	{52},
  pages=	{5443--5456},
  month=	{September}
  }
@inproceedings{AslamPaRe07,
  author=	{Aslam, Javed A. and Pavlu, Virgil and Rei, Carlos},
  title=	{The Hedge Algorithm for Metasearch at {TREC} 2006},
  booktitle=	{The Fifteenth Text REtrieval Conference Proceedings (TREC 2006)},
  year=	{2007},
  editor=	{Voorhees, Ellen M. and Buckland, Lori P.},
  month=	{September},
  publisher=	{National Institute of Standards and Technology},
  note=	{NIST Special Publication SP 500-272.}
  }
@inproceedings{AslamPoRi07,
  author=	{Aslam, Javed A. and Popa, Raluca A. and Rivest, Ronald L.},
  title=	{On Estimating the Size and Confidence of a Statistical Audit},
  booktitle=	{Proceedings of the 2007 {USENIX/ACCURATE} Electronic Voting Technology Workshop},
  year=	{2007},
  month=	{August}
  }
@incollection{AslamPa07,
  author=	{Aslam, Javed A. and Pavlu, Virgil},
  title=	{Query Hardness Estimation Using {Jensen-Shannon} Divergence Among Multiple Scoring Functions},
  booktitle=	{Advances in Information Retrieval: 29th European Conference on IR Research},
  publisher=	{Springer-Verlag},
  year=	{2007},
  editor=	{Amati, G. and Carpineto, C. and Romano, G.},
  volume=	{4425},
  series=	{Lecture Notes in Computer Science},
  pages=	{198--209},
  month=	{April}
  }
@inproceedings{AslamBrPa06,
  author=	{Aslam, Javed and Pavlu, Virgil and Bratus, Sergey},
  title=	{Semi-supervised Data Organization for Interactive Anomaly Analysis},
  booktitle=	{Proceedings of the Fifth International Conference on Machine Learning and Applications},
  year=	{2006},
  editor=	{Wani, M. Arif and Li, Tao and Kurgan, Lukasz and Ye, Jieping and Liu, Ying},
  pages=	{55--62},
  month=	{December},
  publisher=	{{IEEE} Computer Society Press}
  }
@inproceedings{YilmazAs06,
  author=	{Yilmaz, Emine and Aslam, Javed A.},
  title=	{Estimating Average Precision with Incomplete and Imperfect Judgments},
  booktitle=	{Proceedings of the Fifteenth {ACM} International Conference on Information and Knowledge Management},
  year=	{2006},
  editor=	{Yu, Philip S. and Tsotras, Vassilis and Fox, Edward and Liu, Bing},
  pages=	{102--111},
  month=	{November},
  publisher=	{ACM Press}
  }
@inproceedings{AslamPaYi06,
  author=	{Aslam, Javed A. and Pavlu, Virgil and Yilmaz, Emine},
  title=	{A Statistical Method for System Evaluation Using Incomplete Judgments},
  booktitle=	{Proceedings of the 29th Annual International {ACM SIGIR} Conference on Research and Development in Information Retrieval},
  year=	{2006},
  editor=	{Dumais, Susan and Efthimiadis, Efthimis N. and Hawking, David and Jarvelin, Kalervo},
  pages=	{541--548},
  month=	{August},
  publisher=	{ACM Press}
  }
@inproceedings{AslamYi06,
  author=	{Aslam, Javed A. and Yilmaz, Emine},
  title=	{Inferring Document Relevance via Average Precision},
  booktitle=	{Proceedings of the 29th Annual International {ACM SIGIR} Conference on Research and Development in Information Retrieval},
  year=	{2006},
  editor=	{Dumais, Susan and Efthimiadis, Efthimis N. and Hawking, David and Jarvelin, Kalervo},
  pages=	{601--602},
  month=	{August},
  publisher=	{ACM Press}
  }
@article{KanoulasAsShBeNiShJi06,
  author=	{Kanoulas, E. and Aslam, J. and Sharp, B. and Berbeco, R. and Nishioka, S. and Shirato, H. and Jiang, S.},
  title=	{Derivation of the Tumor Position From External Respiratory Surrogates with Periodical Updating of External/Internal Correlation [abstract]},
  journal=	{Medical Physics},
  year=	{2006},
  volume=	{33},
  number=	{6},
  pages=	{2232--2233},
  month=	{June},
  note=	{Presented at the 48th Annual Meeting of the American Association of Physicists in Medicine (AAPM~2006).}
  }
@incollection{AslamPeRu06,
  author=	{Aslam, J. A. and Pelekhov, E. and Rus, D.},
  title=	{The Star Clustering Algorithm for Information Organization},
  booktitle=	{Grouping Multidimensional Data: Recent Advances in Clustering},
  publisher=	{Springer},
  year=	{2006},
  editor=	{Kogan, Jacob and Nicholas, Charles and Teboulle, Marc},
  pages=	{1--23},
  month=	{January},
  isbn=	{3-540-28348-X}
  }
@inproceedings{AslamYi05,
  author=	{Aslam, Javed A. and Yilmaz, Emine},
  title=	{A Geometric Interpretation and Analysis of {R}-precision},
  booktitle=	{Proceedings of the Fourteenth {ACM} International Conference on Information and Knowledge Management},
  year=	{2005},
  pages=	{664--671},
  month=	{October},
  publisher=	{ACM Press}
  }
@article{AslamBrKoPeRu05,
  author=	{Aslam, Javed and Bratus, Sergey and Kotz, David and Peterson, Ron and Rus, Daniela},
  title=	{The {K}erf Toolkit for Intrusion Analysis},
  journal=	{{IA}newsletter},
  year=	{2005},
  volume=	{8},
  number=	{2},
  pages=	{12--16},
  month=	{Summer}
  }
@inproceedings{AslamYiPa05b,
  author=	{Aslam, Javed A. and Yilmaz, Emine and Pavlu, Virgiliu},
  title=	{The Maximum Entropy Method for Analyzing Retrieval Measures},
  booktitle=	{Proceedings of the 28th Annual International {ACM SIGIR} Conference on Research and Development in Information Retrieval},
  year=	{2005},
  editor=	{Marchionini, Gary and Moffat, Alistair and Tait, John and Baeza-Yates, Ricardo and Ziviani, Novio},
  pages=	{27--34},
  month=	{August},
  publisher=	{ACM Press}
  }
@inproceedings{AslamYiPa05,
  author=	{Aslam, Javed A. and Yilmaz, Emine and Pavlu, Virgiliu},
  title=	{A Geometric Interpretation of {R}-precision and Its Correlation with Average Precision},
  booktitle=	{Proceedings of the 28th Annual International {ACM SIGIR} Conference on Research and Development in Information Retrieval},
  year=	{2005},
  editor=	{Marchionini, Gary and Moffat, Alistair and Tait, John and Baeza-Yates, Ricardo and Ziviani, Novio},
  pages=	{573--574},
  month=	{August},
  publisher=	{ACM Press}
  }
@inproceedings{AslamPaYi05b,
  author=	{Aslam, Javed A. and Pavlu, Virgiliu and Yilmaz, Emine},
  title=	{Measure-based Metasearch},
  booktitle=	{Proceedings of the 28th Annual International {ACM SIGIR} Conference on Research and Development in Information Retrieval},
  year=	{2005},
  editor=	{Marchionini, Gary and Moffat, Alistair and Tait, John and Baeza-Yates, Ricardo and Ziviani, Novio},
  pages=	{571--572},
  month=	{August},
  publisher=	{ACM Press}
  }
@inproceedings{AslamPaYi05,
  author=	{Aslam, Javed A. and Pavlu, Virgiliu and Yilmaz, Emine},
  title=	{A Sampling Technique for Efficiently Estimating Measures of Query Retrieval Performance Using Incomplete Judgments},
  booktitle=	{Proceedings of the 22nd {ICML} Workshop on Learning with Partially Classified Training Data},
  year=	{2005},
  pages=	{57--66},
  month=	{August}
  }
@article{AslamPeRu05,
  author=	{Aslam, Javed and Pelekhov, Ekaterina and Rus, Daniela},
  title=	{Persistent Queries over Dynamic Text Streams},
  journal=	{International Journal of Electronic Business},
  year=	{2005},
  volume=	{3},
  number=	{3/4},
  pages=	{288--299}
  }
@article{AslamBrKoPeToRu04,
  author=	{Aslam, Javed and Bratus, Sergey and Kotz, David and Peterson, Ron and Tofel, Brett and Rus, Daniela},
  title=	{The {Kerf} Toolkit for Intrusion Analysis},
  journal=	{IEEE Security \& Privacy},
  year=	{2004},
  volume=	{2},
  number=	{6},
  pages=	{42--52},
  month=	{November-December}
  }
@article{AslamPeRu04,
  author=	{Aslam, Javed A. and Pelekhov, Ekaterina and Rus, Daniela},
  title=	{The Star Clustering Algorithm for Static and Dynamic Information Organization},
  journal=	{Journal of Graph Algorithms and Applications},
  year=	{2004},
  volume=	{8},
  number=	{1},
  pages=	{95--129}
  }
@inproceedings{AslamBrKoPeRu04,
  author=	{Aslam, Javed and Bratus, Sergey and Kotz, David and Peterson, Ron and Rus, Daniela},
  title=	{Kerf: Machine Learning to Aid Intrusion Analysts},
  booktitle=	{Proceedings of the 13th {USENIX} Security Symposium},
  year=	{2004},
  month=	{August},
  note=	{Work-in-progress report.}
  }
@incollection{AslamLiRu03b,
  author=	{Aslam, Javed and Li, Qun and Rus, Daniela},
  title=	{A Lifetime-Optimizing Approach to Routing Messages in Ad-hoc Networks},
  booktitle=	{Ad Hoc Wireless Networking},
  publisher=	{Kluwer Academic Publishers},
  year=	{2003},
  editor=	{Cheng, Xiuzhen and Huang, Xiao and Du, Ding-Zhu},
  volume=	{14},
  series=	{Networking Theory and Applications},
  pages=	{1--43},
  month=	{December},
  isbn=	{1-4020-7712-2}
  }
@inproceedings{AslamBuCoCrCyRu03,
  author=	{Aslam, Javed and Butler, Zack and Constantin, Florin and Crespi, Valentino and Cybenko, George and Rus, Daniela},
  title=	{Tracking a Moving Object with a Binary Sensor Network},
  booktitle=	{Proceedings of the First International Conference on Embedded Networked Sensor Systems},
  year=	{2003},
  pages=	{150--161},
  month=	{November},
  publisher=	{ACM Press}
  }
@inproceedings{AslamPaSa03b,
  author=	{Aslam, Javed A. and Pavlu, Virgiliu and Savell, Robert},
  title=	{A Unified Model for Metasearch, Pooling, and System Evaluation},
  booktitle=	{Proceedings of the Twelfth International Conference on Information and Knowledge Management},
  year=	{2003},
  editor=	{Frieder, Ophir and Hammer, Joachim and Quershi, Sajda and Seligman, Len},
  pages=	{484--491},
  month=	{November},
  publisher=	{ACM Press}
  }
@inproceedings{AslamPaSa03,
  author=	{Aslam, Javed A. and Pavlu, Virgiliu and Savell, Robert},
  title=	{A Unified Model for Metasearch and the Efficient Evaluation of Retrieval Systems via the Hedge Algorithm},
  booktitle=	{Proceedings of the 26th Annual International {ACM SIGIR} Conference on Research and Development in Information Retrieval},
  year=	{2003},
  editor=	{Callan, Jamie and Cormack, Gordon and Clarke, Charles and Hawking, David and Smeaton, Alan},
  pages=	{393--394},
  month=	{July},
  publisher=	{ACM Press}
  }
@inproceedings{AslamSa03,
  author=	{Aslam, Javed A. and Savell, Robert},
  title=	{On the Effectiveness of Evaluating Retrieval Systems in the Absence of Relevance Judgments},
  booktitle=	{Proceedings of the 26th Annual International {ACM SIGIR} Conference on Research and Development in Information Retrieval},
  year=	{2003},
  editor=	{Callan, Jamie and Cormack, Gordon and Clarke, Charles and Hawking, David and Smeaton, Alan},
  pages=	{361--362},
  month=	{July},
  publisher=	{ACM Press}
  }
@inproceedings{AslamFr03,
  author=	{Aslam, Javed A. and Frost, Meredith},
  title=	{An Information-theoretic Measure for Document Similarity},
  booktitle=	{Proceedings of the 26th Annual International {ACM SIGIR} Conference on Research and Development in Information Retrieval},
  year=	{2003},
  editor=	{Callan, Jamie and Cormack, Gordon and Clarke, Charles and Hawking, David and Smeaton, Alan},
  pages=	{449--450},
  month=	{July},
  publisher=	{ACM Press}
  }
@article{VanHornWoAsRoEdVaScGa03,
  author=	{Van~Horn, John and Woodward, Jeffrey and Aslam, Javed and Rockmore, Daniel and Edelman, Joseph and Vance, Bennet and Schumacher, Sarene and Gazzaniga, Michael},
  title=	{The {fMRI} Data Center: A Progress Report [abstract]},
  journal=	{NeuroImage},
  year=	{2003},
  volume=	{19},
  number=	{2},
  month=	{June},
  note=	{Presented at the 9th International Conference on Functional Mapping of the Human Brain, June 19-22, 2003, New York, NY. Available on CD-ROM.}
  }
@inproceedings{AslamBrKoPeRuTo03,
  author=	{Aslam, Javed and Bratus, Sergey and Kotz, David and Peterson, Ron and Rus, Daniela and Tofel, Brett},
  title=	{The {Kerf} Toolkit for Intrusion Analysis},
  booktitle=	{Proceedings of the 2003 IEEE Workshop on Information Assurance},
  year=	{2003},
  pages=	{301--302},
  month=	{June},
  publisher=	{IEEE Computer Society Press}
  }
@article{AllanEtAl03,
  author=	{Allan, James and Aslam, Jay and Belkin, Nicholas and Buckley, Chris and Callan, Jamie and Croft, Bruce and Dumais, Sue and Fuhr, Norbert and Harman, Donna and Harper, David J. and Hiemstra, Djoerd and Hofmann, Thomas and Hovy, Eduard and Kraaij, Wessel and Lafferty, John and Lavrenko, Victor and Lewis, David and Liddy, Liz and Manmatha, R. and McCallum, Andrew and Ponte, Jay and Prager, John and Radev, Drogomir and Resnik, Philip and Robertson, Stephen and Rosenfeld, Roni and Roukos, Salim and Sanderson, Mark and Schwartz, Rich and Singhal, Amit and Smeaton, Alan and Turtle, Howard and Voorhees, Ellen and Weischedel, Ralph and Xu, Jinxi and Zhai, ChengXiang},
  title=	{Challenges in Information Retrieval and Language Modeling},
  journal=	{{ACM SIGIR} Forum},
  year=	{2003},
  volume=	{37},
  number=	{1},
  pages=	{31--47},
  month=	{Spring},
  note=	{ACM Press.}
  }
@article{AslamLiRu03,
  author=	{Aslam, Javed and Li, Qun and Rus, Daniela},
  title=	{Three Power-aware Routing Algorithms for Sensor Networks},
  journal=	{Wireless Communications and Mobile Computing},
  year=	{2003},
  volume=	{3},
  number=	{2},
  pages=	{187--208},
  month=	{March}
  }
@inproceedings{LiAsRu03,
  author=	{Li, Qun and Aslam, Javed and Rus, Daniela},
  title=	{Distributed Energy-conserving Routing Protocols},
  booktitle=	{Proceedings of the Thirty-Sixth Annual Hawaii International Conference on System Sciences},
  year=	{2003},
  month=	{January},
  publisher=	{IEEE Computer Society Press}
  }
@inproceedings{MontagueAs02,
  author=	{Montague, Mark and Aslam, Javed A.},
  title=	{Condorcet Fusion for Improved Retrieval},
  booktitle=	{Proceedings of the Eleventh International Conference on Information and Knowledge Management},
  year=	{2002},
  editor=	{Kalpakis, Konstantinos and Goharian, Nazli and Grossman, David},
  pages=	{538--548},
  month=	{November},
  publisher=	{ACM Press}
  }
@incollection{VanHornWoSiVaGrMoAsRuRoGa02,
  author=	{Van~Horn, John Darrell and Woodward, Jeffrey B. and Simonds, Geoffrey and Vance, Bennet and Grethe, Jeffrey S. and Montague, Mark and Aslam, Javed and Rus, Daniela and Rockmore, Daniel and Gazzaniga, Michael S.},
  title=	{The {fMRI} Data Center: Software Tools for Neuroimaging Data Management, Inspection, and Sharing},
  booktitle=	{Neuroscience Databases: A Practical Guide},
  publisher=	{Kluwer Academic Publishers},
  year=	{2002},
  editor=	{Kotter, Rolf},
  pages=	{221--236},
  month=	{September},
  isbn=	{1-4020-7165-5}
  }
@article{VanHornWoAsGrGa02,
  author=	{Van~Horn, John Darrell and Woodward, Jeffrey and Aslam, Javed and Grethe, Jeffrey and Gazzaniga, Michael},
  title=	{Statistical Time Course Feature Vectors for Use in Rapid Assessment and Clustering [abstract]},
  journal=	{NeuroImage},
  year=	{2002},
  volume=	{16},
  number=	{2},
  month=	{June},
  note=	{Presented at the 8th International Conference on Functional Mapping of the Human Brain, June 2-6, 2002, Sendai, Japan. Available on CD-ROM.}
  }
@inproceedings{MontagueAs01b,
  author=	{Montague, Mark and Aslam, Javed A.},
  title=	{Relevance Score Normalization for Metasearch},
  booktitle=	{Proceedings of the Tenth International Conference on Information and Knowledge Management},
  year=	{2001},
  editor=	{Paques, Henrique and Liu, Ling and Grossman, David},
  pages=	{427--433},
  month=	{November},
  publisher=	{ACM Press}
  }
@inproceedings{AslamMo01,
  author=	{Aslam, Javed A. and Montague, Mark},
  title=	{Models for Metasearch},
  booktitle=	{Proceedings of the 24th Annual International {ACM SIGIR} Conference on Research and Development in Information Retrieval},
  year=	{2001},
  editor=	{Croft, W. Bruce and Harper, David J. and Kraft, Donald H. and Zobel, Justin},
  pages=	{276--284},
  month=	{September},
  publisher=	{ACM Press}
  }
@inproceedings{MontagueAs01,
  author=	{Montague, Mark and Aslam, Javed A.},
  title=	{Metasearch Consistency},
  booktitle=	{Proceedings of the 24th Annual International {ACM SIGIR} Conference on Research and Development in Information Retrieval},
  year=	{2001},
  editor=	{Croft, W. Bruce and Harper, David J. and Kraft, Donald H. and Zobel, Justin},
  pages=	{386--387},
  month=	{September},
  publisher=	{ACM Press}
  }
@article{VanHornGrKoWoAsRuRoGa01,
  author=	{Van~Horn, John D. and Grethe, Jeffrey S. and Kostelec, Peter and Woodward, Jeffrey B. and Aslam, Javed A. and Rus, Daniela and Rockmore, Daniel and Gazzaniga, Michael S.},
  title=	{The Functional Magnetic Resonance Imaging Data Center ({fMRIDC}): The Challenges and Rewards of Large-scale Databasing of Neuroimaging Studies},
  journal=	{Philosophical Transactions of the Royal Society of London~B},
  year=	{2001},
  volume=	{356},
  pages=	{1323--1339},
  month=	{August}
  }
@inproceedings{LiAsRu01b,
  author=	{Li, Qun and Aslam, Javed and Rus, Daniela},
  title=	{Online Power-aware Routing in Wireless Ad-hoc Networks},
  booktitle=	{Proceedings of the Seventh Annual International Conference on Mobile Computing and Networking},
  year=	{2001},
  pages=	{97--107},
  month=	{July},
  publisher=	{ACM Press}
  }
@article{GrVaWoInKoAsRoRuGa01,
  author=	{Grethe, Jeffrey S. and Van~Horn, John D. and Woodward, Jeffrey B. and Inati, Souheil and Kostelec, Peter J. and Aslam, Javed A. and Rockmore, Daniel and Rus, Daniela and Gazzaniga, Michael S.},
  title=	{The {fMRI} Data Center: An Introduction [abstract]},
  journal=	{NeuroImage},
  year=	{2001},
  volume=	{13},
  number=	{6},
  pages=	{S135},
  month=	{June},
  note=	{Presented at the 7th International Conference on Functional Mapping of the Human Brain, June 10-14, 2001, Brighton, UK. Available on CD-ROM.}
  }
@inproceedings{AslamCrKoRu01,
  author=	{Aslam, Jay and Cremonini, Marco and Kotz, David and Rus, Daniela},
  title=	{Using Mobile Agents for Analyzing Intrusion in Computer Networks},
  booktitle=	{The 7th {ECOOP} Workshop on Mobile Object Systems},
  year=	{2001},
  month=	{June}
  }
@inproceedings{LiAsRu01,
  author=	{Li, Qun and Aslam, Javed and Rus, Daniela},
  title=	{Hierarchical Power-aware Routing in Sensor Networks},
  booktitle=	{The {DIMACS} Workshop on Pervasive Networking},
  year=	{2001},
  month=	{May}
  }
@incollection{AslamLeSt01,
  author=	{Aslam, Javed and Leblanc, Alain and Stein, Cliff},
  title=	{Clustering Data without Prior Knowledge},
  booktitle=	{Algorithm Engineering: 4th International Workshop},
  publisher=	{Springer},
  year=	{2001},
  editor=	{Naher, Stefan and Wagner, Dorethea},
  volume=	{1982},
  series=	{Lecture Notes in Computer Science},
  pages=	{74--86}
  }
@article{KoGrAsRoFeGrGa00,
  author=	{Kostelec, Peter and Grethe, Jeffrey and Aslam, Javed and Rockmore, Daniel and Fendrich, Robert and Grafton, Scott and Gazzaniga, Michael},
  title=	{A National Data Center for the Storage and Retrieval of Neuroimaging Data},
  journal=	{Society for Neuroscience Abstracts},
  year=	{2000},
  volume=	{26},
  number=	{2},
  pages=	{2235}
  }
@inproceedings{AslamPeRu00b,
  author=	{Aslam, Javed and Pelekhov, Katya and Rus, Daniela},
  title=	{Using Star Clusters for Filtering},
  booktitle=	{Proceedings of the Ninth International Conference on Information Knowledge Management},
  year=	{2000},
  editor=	{Agah, Arvin and Callan, Jamie and Rundensteiner, Elke},
  pages=	{306--313},
  month=	{November},
  publisher=	{ACM Press}
  }
@inproceedings{Aslam00,
  author=	{Aslam, Javed},
  title=	{Improving Algorithms for Boosting},
  booktitle=	{Proceedings of the Thirteenth Annual Conference on Computational Learning Theory},
  year=	{2000},
  editor=	{Cesa-Bianchi, Nicolo and Goldman, Sally},
  pages=	{200--207},
  month=	{July},
  publisher=	{Morgan Kaufmann}
  }
@inproceedings{AslamPeRu00,
  author=	{Aslam, Javed and Pelekhov, Katya and Rus, Daniela},
  title=	{Information Organization Algorithms},
  booktitle=	{Proceedings of the International Conference on Advances in Infrastructure for Electronic Business, Science, and Education on the Internet},
  year=	{2000},
  month=	{July},
  isbn=	{88-85280-52-8}
  }
@inproceedings{AslamMo00,
  author=	{Aslam, Javed and Montague, Mark},
  title=	{Bayes Optimal Metasearch: A Probabilistic Model for Combining the Results of Multiple Retrieval Systems},
  booktitle=	{Proceedings of the 23rd Annual International {ACM SIGIR} Conference on Research and Development in Information Retrieval},
  year=	{2000},
  editor=	{Belkin, Nicholas J. and Ingwersen, Peter and Leong, Mun-Kew},
  pages=	{379--381},
  month=	{July},
  publisher=	{ACM Press}
  }
@inproceedings{AslamReRu00,
  author=	{Aslam, Jay and Reiss, Fred and Rus, Daniela},
  title=	{Scalable Information Organization},
  booktitle=	{Proceedings of the Conference on Content-Based Multimedia Information Access},
  year=	{2000},
  pages=	{1033--1042},
  address=	{Paris, France},
  month=	{April},
  publisher=	{C.I.D.-C.A.S.I.S.},
  isbn=	{2-905450-07-X}
  }
@inproceedings{AslamRaStYo99,
  author=	{Aslam, Javed and Rasala, April and Stein, Cliff and Young, Neal},
  title=	{Improved Bicriteria Existence Theorems for Scheduling},
  booktitle=	{Proceedings of the Tenth Annual {ACM-SIAM} Symposium on Discrete Algorithms},
  year=	{1999},
  pages=	{S846--S847},
  month=	{January},
  publisher=	{ACM SIAM}
  }
@inproceedings{AslamPeRu99,
  author=	{Aslam, Javed and Pelekhov, Katya and Rus, Daniela},
  title=	{A Practical Clustering Algorithm for Static and Dynamic Information Organization},
  booktitle=	{Proceedings of the Tenth Annual {ACM-SIAM} Symposium on Discrete Algorithms},
  year=	{1999},
  pages=	{51--60},
  month=	{January},
  publisher=	{ACM SIAM}
  }
@inproceedings{AslamPeRu98b,
  author=	{Aslam, Javed and Pelekhov, Katya and Rus, Daniela},
  title=	{Static and Dynamic Information Organization with Star Clusters},
  booktitle=	{Proceedings of the Seventh International Conference on Information and Knowledge Management},
  year=	{1998},
  editor=	{Gardarin, George and French, James and Pissinou, Niki and Makki, Kia and Bouganim, Luc},
  pages=	{208--217},
  month=	{November},
  publisher=	{ACM Press}
  }
@incollection{AslamPeRu98,
  author=	{Aslam, Javed and Pelekhov, Katya and Rus, Daniela},
  title=	{Generating, Visualizing and Evaluating High-Quality Clusters for Information Organization},
  booktitle=	{Principles of Digital Document Processing: 4th International Workshop},
  publisher=	{Springer},
  year=	{1998},
  editor=	{Munson, Ethan V. and Nicholas, Charles and Wood, Derick},
  volume=	{1481},
  series=	{Lecture Notes in Computer Science},
  pages=	{53--69}
  }
@article{AslamDe98b,
  author=	{Aslam, Javed and Decatur, Scott},
  title=	{Specification and Simulation of Statistical Query Algorithms for Efficiency and Noise Tolerance},
  journal=	{Journal of Computer and System Sciences},
  year=	{1998},
  volume=	{56},
  number=	{2},
  pages=	{191--208},
  month=	{April}
  }
@article{AslamDe98,
  author=	{Aslam, Javed and Decatur, Scott},
  title=	{General Bounds on Statistical Query Learning and {PAC} Learning with Noise via Hypothesis Boosting},
  journal=	{Information and Computation},
  year=	{1998},
  volume=	{141},
  number=	{2},
  pages=	{85--118},
  month=	{March}
  }
@inproceedings{AslamPeRu97,
  author=	{Aslam, Javed and Pelekhov, Katya and Rus, Daniela},
  title=	{Using High-Quality Clusters for Summarizing and Visualizing Large Document Collections},
  booktitle=	{The 1997 {SIGIR} Workshop on Summarization and Visualization for IR: Reducing the Information Overload},
  year=	{1997},
  month=	{July}
  }
@article{AslamDe96,
  author=	{Aslam, Javed and Decatur, Scott},
  title=	{On the Sample Complexity of Noise-Tolerant Learning},
  journal=	{Information Processing Letters},
  year=	{1996},
  volume=	{57},
  number=	{4},
  pages=	{189--195}
  }
@inproceedings{AslamDe95,
  author=	{Aslam, Javed A. and Decatur, Scott E.},
  title=	{Specification and Simulation of Statistical Query Algorithms for Efficiency and Noise Tolerance},
  booktitle=	{Proceedings of the Eighth Annual {ACM} Workshop on Computational Learning Theory},
  year=	{1995},
  pages=	{437--446},
  month=	{July},
  publisher=	{ACM Press}
  }
@techreport{Aslam95,
  author=	{Aslam, Javed Alexander},
  title=	{Noise Tolerant Algorithms for Learning and Searching},
  institution=	{Laboratory for Computer Science, MIT},
  year=	{1995},
  type=	{PhD thesis},
  number=	{{MIT/LCS/TR-657}},
  month=	{February}
  }
@techreport{AslamDe94,
  author=	{Aslam, Javed and Decatur, Scott},
  title=	{Improved Noise-Tolerant Learning and Generalized Statistical Queries},
  institution=	{Center for Research in Computing Technology, Division of Applied Sciences, Harvard University},
  year=	{1994},
  number=	{{TR-17-94}},
  month=	{July}
  }
@inproceedings{AslamDe93,
  author=	{Aslam, Javed A. and Decatur, Scott E.},
  title=	{General Bounds on Statistical Query Learning and {PAC} Learning with Noise via Hypothesis Boosting},
  booktitle=	{Proceedings of the 34th Annual Symposium on Foundations of Computer Science},
  year=	{1993},
  pages=	{282--291},
  month=	{November},
  publisher=	{IEEE Computer Society Press}
  }
@article{AslamDh93,
  author=	{Aslam, Javed A. and Dhagat, Aditi},
  title=	{On-line Algorithms for 2-Coloring Hypergraphs via Chip Games},
  journal=	{Theoretical Computer Science},
  year=	{1993},
  volume=	{112},
  number=	{2},
  pages=	{355--369},
  month=	{May}
  }
@inproceedings{AslamDh91,
  author=	{Aslam, Javed A. and Dhagat, Aditi},
  title=	{Searching in the Presence of Linearly Bounded Errors},
  booktitle=	{Proceedings of the Twenty-Third Annual {ACM} Symposium on Theory of Computing},
  year=	{1991},
  pages=	{486--493},
  month=	{May},
  publisher=	{ACM Press}
  }
@inproceedings{AslamRi90,
  author=	{Aslam, Javed and Rivest, Ronald},
  title=	{Inferring Graphs from Walks},
  booktitle=	{Proceedings of the Third Annual Workshop on Computational Learning Theory},
  year=	{1990},
  editor=	{Fulk, Mark A. and Case, John},
  pages=	{359--370},
  month=	{August},
  publisher=	{Morgan Kaufmann}
  }