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2010 – 2019
- 2017
[c31]Meir Toledano, Ira Cohen, Yonatan Ben-Simhon, Inbal Tadeski:
Real-time anomaly detection system for time series at scale. ADF@KDD 2017: 56-65- 2012
- [c30]Ira Cohen, Ohad Assulin, Eli Mordechai, Yaniv Sayers, Ruth Bernstein:
Vayu: Learning to Control the Cloud. MAD 2012 - 2010
- [c29]Michal Aharon, Ira Cohen, Arik Itskovitch, Inbal Marhaim, Ron Banner:
The PARIS Algorithm for Determining Latent Topics. ICDM Workshops 2010: 1092-1099 - [c28]Gilad Barash, Ira Cohen, Eli Mordechai, Carl Staelin, Rafael Dakar:
Creating the Knowledge about IT Events. SLAML 2010
2000 – 2009
- 2009
- [c27]Michal Aharon, Gilad Barash, Ira Cohen, Eli Mordechai:
One Graph Is Worth a Thousand Logs: Uncovering Hidden Structures in Massive System Event Logs. ECML/PKDD (1) 2009: 227-243 - 2008
- [p3]Roberto Valenti, Nicu Sebe, Theo Gevers, Ira Cohen:
Machine Learning Techniques for Face Analysis. Machine Learning Techniques for Multimedia 2008: 159-187 - 2007
- [j5]Nicu Sebe, Michael S. Lew, Yafei Sun, Ira Cohen, Theo Gevers, Thomas S. Huang:
Authentic facial expression analysis. Image Vis. Comput. 25(12): 1856-1863 (2007) - [j4]Jeffrey Erman, Anirban Mahanti, Martin F. Arlitt, Ira Cohen, Carey L. Williamson:
Offline/realtime traffic classification using semi-supervised learning. Perform. Evaluation 64(9-12): 1194-1213 (2007) - [c26]Blaine Nelson, Ira Cohen:
Revisiting probabilistic models for clustering with pair-wise constraints. ICML 2007: 673-680 - [c25]Yijuan Lu, Ira Cohen, Xiang Sean Zhou, Qi Tian:
Feature selection using principal feature analysis. ACM Multimedia 2007: 301-304 - [c24]Jeffrey Erman, Anirban Mahanti, Martin F. Arlitt, Ira Cohen, Carey L. Williamson:
Semi-supervised network traffic classification. SIGMETRICS 2007: 369-370 - 2006
- [c23]Nicu Sebe, Ira Cohen, Theo Gevers, Thomas S. Huang:
Emotion Recognition Based on Joint Visual and Audio Cues. ICPR (1) 2006: 1136-1139 - [p2]Fábio Gagliardi Cozman, Ira Cohen:
Risks of Semi-Supervised Learning: How Unlabeled Data Can Degrade Performance of Generative Classifiers. Semi-Supervised Learning 2006: 56-72 - 2005
- [b2]Nicu Sebe, Ira Cohen, Ashutosh Garg, Thomas S. Huang:
Machine Learning in Computer Vision. Computational Imaging and Vision 29, Springer 2005, ISBN 978-1-4020-3274-5, pp. 1-224 - [j3]Nicu Sebe, Ira Cohen, Fábio Gagliardi Cozman
, Theo Gevers, Thomas S. Huang:
Learning probabilistic classifiers for human-computer interaction applications. Multim. Syst. 10(6): 484-498 (2005) - [c22]Nicu Sebe, Ira Cohen, Thomas S. Huang, Theo Gevers:
Semi-Supervised Face Detection. CVPR Workshops 2005: 51 - [c21]Steve Zhang, Ira Cohen, Moisés Goldszmidt, Julie Symons, Armando Fox:
Ensembles of Models for Automated Diagnosis of System Performance Problems. DSN 2005: 644-653 - [c20]George Forman, Ira Cohen:
Beware the Null Hypothesis: Critical Value Tables for Evaluating Classifiers. ECML 2005: 133-145 - [c19]Moisés Goldszmidt, Ira Cohen, Armando Fox, Steve Zhang:
Three Research Challenges at the Intersection of Machine Learning, Statistical Induction, and Systems. HotOS 2005 - [c18]Rob Powers, Moisés Goldszmidt, Ira Cohen:
Short term performance forecasting in enterprise systems. KDD 2005: 801-807 - [c17]Ira Cohen, Steve Zhang, Moisés Goldszmidt, Julie Symons, Terence Kelly, Armando Fox:
Capturing, indexing, clustering, and retrieving system history. SOSP 2005: 105-118 - [p1]Nemanja Petrovic, Ira Cohen, Thomas S. Huang:
Machine Learning in Multimedia. Multimedia Content and the Semantic Web 2005: 237-252 - 2004
- [j2]Ira Cohen, Fábio Gagliardi Cozman, Nicu Sebe, Marcelo Cesar Cirelo, Thomas S. Huang:
Semisupervised Learning of Classifiers: Theory, Algorithms, and Their Application to Human-Computer Interaction. IEEE Trans. Pattern Anal. Mach. Intell. 26(12): 1553-1567 (2004) - [c16]Nicu Sebe, Michael S. Lew, Ira Cohen, Yafei Sun, Theo Gevers, Thomas S. Huang:
Authentic Facial Expression Analysis. FGR 2004: 517-522 - [c15]Nicu Sebe, Ira Cohen, Thomas S. Huang, Theo Gevers:
Skin Detection: A Bayesian Network Approach. ICPR (2) 2004: 903-906 - [c14]Ira Cohen, Jeffrey S. Chase, Moisés Goldszmidt, Terence Kelly, Julie Symons:
Correlating Instrumentation Data to System States: A Building Block for Automated Diagnosis and Control. OSDI 2004: 231-244 - [c13]Ira Cohen, Moisés Goldszmidt:
Properties and Benefits of Calibrated Classifiers. PKDD 2004: 125-136 - [c12]George Forman, Ira Cohen:
Learning from Little: Comparison of Classifiers Given Little Training. PKDD 2004: 161-172 - [c11]Ira Cohen, Nicu Sebe, Yafei Sun, Michael S. Lew, Thomas S. Huang:
Towards authentic emotion recognition. SMC (1) 2004: 623-628 - 2003
- [b1]Ira Cohen:
Semisupervised Learning of Classifiers With Application to Human -Computer Interaction. University of Illinois Urbana-Champaign, USA, 2003 - [j1]Ira Cohen, Nicu Sebe, Ashutosh Garg, Lawrence S. Chen, Thomas S. Huang:
Facial expression recognition from video sequences: temporal and static modeling. Comput. Vis. Image Underst. 91(1-2): 160-187 (2003) - [c10]Ira Cohen, Nicu Sebe, Yafei Sun, Michael S. Lew, Thomas S. Huang:
Evaluation of Expression Recognition Techniques. CIVR 2003: 184-195 - [c9]Ira Cohen, Nicu Sebe, Fábio Gagliardi Cozman, Marcelo Cesar Cirelo, Thomas S. Huang:
Learning Bayesian Network Classifiers for Facial Expression Recognition using both Labeled and Unlabeled Data. CVPR (1) 2003: 595-604 - [c8]Fábio Gagliardi Cozman, Ira Cohen, Marcelo Cesar Cirelo:
Semi-Supervised Learning of Mixture Models. ICML 2003: 99-106 - [c7]Ira Cohen, Nicu Sebe, Fábio Gagliardi Cozman, Thomas S. Huang:
Semi-supervised learning for facial expression recognition. Multimedia Information Retrieval 2003: 17-22 - 2002
- [c6]Fábio Gagliardi Cozman, Ira Cohen:
Unlabeled Data Can Degrade Classification Performance of Generative Classifiers. FLAIRS 2002: 327-331 - [c5]Ira Cohen, Nicu Sebe, Ashutosh Garg, Michael S. Lew, Thomas S. Huang:
Facial expression recognition from video sequences. ICME (2) 2002: 121-124 - [c4]Nicu Sebe, Michael S. Lew, Ira Cohen, Ashutosh Garg, Thomas S. Huang:
Emotion Recognition Using a Cauchy Naive Bayes Classifier. ICPR (1) 2002: 17- - 2001
- [c3]Nemanja Petrovic, Ira Cohen, Brendan J. Frey, Ralf Koetter, Thomas S. Huang:
Enforcing Integrability for Surface Reconstruction Algorithms Using Belief Propagation in Graphical Models. CVPR (1) 2001: 743-748 - [c2]Alexandre Bronstein, Joydip Das, Marsha Duro, Rich Friedrich, Gary Kleyner, Martin Mueller, Sharad Singhal, Ira Cohen:
Self-Aware Services: Using Bayesian Networks for Detecting Anomalies in Internet-Based Services. Integrated Network Management 2001: 623-638 - 2000
- [c1]Ira Cohen, Ashutosh Garg, Thomas S. Huang:
Vision-Based Overhead View Person Recognition. ICPR 2000: 5119-5124
Coauthor Index
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