| 2017 | KDD | Real-time anomaly detection system for time series at scale. | Meir Toledano, Ira Cohen, Yonatan Ben-Simhon, Inbal Tadeski |
| 2012 | OSDI | Vayu: Learning to Control the Cloud. | Ira Cohen, Ohad Assulin, Eli Mordechai, Yaniv Sayers, Ruth Bernstein |
| 2010 | ICDM | The PARIS Algorithm for Determining Latent Topics. | Michal Aharon, Ira Cohen, Arik Itskovitch, Inbal Marhaim, Ron Banner |
| 2010 | OSDI | Creating the Knowledge about IT Events. | Gilad Barash, Ira Cohen, Eli Mordechai, Carl Staelin, Rafael Dakar |
| 2007 | ICML | Revisiting probabilistic models for clustering with pair-wise constraints. | Blaine Nelson, Ira Cohen |
| 2007 | SIGMETRICS | Semi-supervised network traffic classification. | Jeffrey Erman, Anirban Mahanti, Martin F. Arlitt, Ira Cohen, Carey L. Williamson |
| 2006 | ICPR | Emotion Recognition Based on Joint Visual and Audio Cues. | Nicu Sebe, Ira Cohen, Theo Gevers, Thomas S. Huang |
| 2005 | CVPR | Semi-Supervised Face Detection. | Nicu Sebe, Ira Cohen, Thomas S. Huang, Theo Gevers |
| 2005 | DSN | Ensembles of Models for Automated Diagnosis of System Performance Problems. | Steve Zhang, Ira Cohen, Moiss Goldszmidt, Julie Symons, Armando Fox |
| 2005 | HotOS | Three Research Challenges at the Intersection of Machine Learning, Statistical Induction, and Systems. | Moiss Goldszmidt, Ira Cohen, Armando Fox, Steve Zhang |
| 2005 | KDD | Short term performance forecasting in enterprise systems. | Rob Powers, Moiss Goldszmidt, Ira Cohen |
| 2005 | SOSP | Capturing, indexing, clustering, and retrieving system history. | Ira Cohen, Steve Zhang, Moiss Goldszmidt, Julie Symons, Terence Kelly, Armando Fox |
| 2004 | ICPR | Skin Detection: A Bayesian Network Approach. | Nicu Sebe, Ira Cohen, Thomas S. Huang, Theo Gevers |
| 2004 | OSDI | Correlating Instrumentation Data to System States: A Building Block for Automated Diagnosis and Control. | Ira Cohen, Jeffrey S. Chase, Moiss Goldszmidt, Terence Kelly, Julie Symons |
| 2004 | SMC | Towards authentic emotion recognition. | Ira Cohen, Nicu Sebe, Yafei Sun, Michael S. Lew, Thomas S. Huang |
| 2003 | CVPR | Learning Bayesian Network Classifiers for Facial Expression Recognition using both Labeled and Unlabeled Data. | Ira Cohen, Nicu Sebe, Fbio Gagliardi Cozman, Marcelo Cesar Cirelo, Thomas S. Huang |
| 2003 | ICML | Semi-Supervised Learning of Mixture Models. | Fbio Gagliardi Cozman, Ira Cohen, Marcelo Cesar Cirelo |
| 2002 | FlAIRS | Unlabeled Data Can Degrade Classification Performance of Generative Classifiers. | Fbio Gagliardi Cozman, Ira Cohen |
| 2002 | ICPR | Emotion Recognition Using a Cauchy Naive Bayes Classifier. | Nicu Sebe, Michael S. Lew, Ira Cohen, Ashutosh Garg, Thomas S. Huang |
| 2001 | CVPR | Enforcing Integrability for Surface Reconstruction Algorithms Using Belief Propagation in Graphical Models. | Nemanja Petrovic, Ira Cohen, Brendan J. Frey, Ralf Koetter, Thomas S. Huang |
| 2001 | IM | Self-Aware Services: Using Bayesian Networks for Detecting Anomalies in Internet-Based Services. | Alexandre Bronstein, Joydip Das, Marsha Duro, Rich Friedrich, Gary Kleyner, Martin Mueller, Sharad Singhal, Ira Cohen |
| 2000 | ICPR | Vision-Based Overhead View Person Recognition. | Ira Cohen, Ashutosh Garg, Thomas S. Huang |