Books
Stork, D.G., E. Yom-Tov (2004) "Computer Manual to accompany Pattern Classification", Wiley.
Chapters in books
G.F. Inbar, E. Yom-Tov (2000) "Estimation of Motor Task Effects on Adaptation and Learning from Recorded Single Movement Related Brain Potentials", In: "Sensorimotor Control" , R. Dengler, A. Kossev, eds., NATO series Life Science and Technology, Series 1: Life and Behavioural Sciences 326: 195-202.
E. Yom-Tov (2004) "An introduction to Pattern Classification" In: O. Bousquet, U. von Luxburg and G. Ratsch: Advanced Lectures on Machine Learning. LNAI 3176, Springer
E. Yom-Tov (2005) "Signals and Systems" In: M.D. Binder, N. Hirokawa, U. Windhorst: Encyclopedic reference of Neuroscience. Springer.
E. Yom-Tov (2007) "A distributed sequential solver for large scale SVMs" In: O. Chapelle, D. DeCoste, J. Weston, O. Bottou: Large scale kernel machines MIT Press: 141-156.
Reviewed articles
E. Yom-Tov, S. Yom-Tov, H. Ur (1999) "A model of induced coupled movements in the human body - a case study". Biological Cybernetics 80(6): 411-416.
E. Yom-Tov, G.F. Inbar (2000) "Movement-related potentials in the human spinal cord preceding toe movement". Clinical Neurophysiology 111(2): 350-361.
E. Yom-Tov, A. Grossman, G.F. Inbar (2001) "Movement-related potentials during the performance of a motor task 1: The effect of learning and force on the movement-related potentials". Biological Cybernetics 85(5): 395-399.
E. Yom-Tov, A. Grossman, G.F. Inbar (2001) "Movement-related potentials during the performance of a motor task 2: Cerebral areas activated during learning of the task". Biological Cybernetics 85(5): 387-394.
E.Yom-Tov, G.F. Inbar (2001) "Feature Selection for the Classification of Movements from Single Movement-Related Potentials". IEEE Transactions on Neural Systems and Rehabilitation Engineering 10(3): 170-177.
D. Peleg, E. Braiman, E. Yom-Tov, G.F. Inbar (2002) "Classification of finger activation for use in a robotic prosthesis arm". IEEE Transactions on Neural Systems and Rehabilitation Engineering 10(4): 290-293.
E. Yom-Tov, G.F. Inbar (2003) "On the detection of Movement-Related Potentials from on-going EEG for use in a Brain-Computer Interface". Medical and Biological Engineering and Computing 41(1): 85-93.
H. Serbi, E. Yom-Tov, and G.F. Inbar (2005) "An improved P300-based brain-computer interface". IEEE Transactions on Neural Systems and Rehabilitation Engineering 13(1): 89-98.
I. Makienko, E. Yom-Tov, and G.F. Inbar (2005) "On the effects of adaptation to changing loads on movement-related potentials" Biological Cybernetics 93(3): 171-177
E. Yom-Tov (2004) "A parallel training algorithm for large scale support vector machines" Submitted to Parallel Computation
Y. Yom-Tov, S. Yom-Tov, D. MacDonald, E. Yom-Tov (2007) "Population cycles and changes in body size of the lynx in Alaska" Oecologia 152(2): 239-244
S. Copty, S. Fine, S. Ur, E. Yom-Tov, A. Ziv (2008) "A Probabilistic Alternative to Regression Suites" Accepted for publication in Theoretical Computer Science
Conference articles
E. Yom-Tov, G.F. Inbar (1999) "Movement-related potentials in the human spinal cord preceding toe movement". Fifth conference of the European Society for Engineering and Medicine.
E. Yom-Tov, G.F. Inbar (2001) "Selection of Relevant Features for Classification of Movements from Single Movement-Related Potentials Using a Genetic Algorithm". 23rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society
E. Yom-Tov, S. Fine, D. Carmel, A. Darlow, E. Amitay (2004) "Juru at TREC 2004: Experiments with prediction of query difficulty" Text Retrieval Conference (TREC) 2004.
E. Yom-Tov, S. Fine, D. Carmel, A. Darlow (2005) "Learning to Estimate Query Difficulty with Applications to Missing Content Detection and Distributed Information Retrieval", 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2005), Salvador, Brazil. pp. 512-219. Recipient of the Best Paper Award .
E. Yom-Tov, D. Carmel, A. Darlow, D. Pelleg, S. Errera-Yaakov, S. Fine (2005) "Juru at TREC 2005: Query Prediction in the Terabyte and the Robust tracks" Text Retrieval Conference (TREC) 2005
E. Yom-Tov, Y. Aridor (2006) "Improving Resource Matching Through Estimation of Actual Job Requirements", 15th IEEE International Symposium on High Performance Distributed Computing (HPDC 2006), Paris, France. pp. 367-368.
E. Yom-Tov, D. Carmel, A. Darlow, D. Pelleg (2006) "What makes a query difficult?", 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2006), Seattle, Washington. pp. 390-397.
S. Ur, E. Yom-Tov, P. Wernick (2006) "An Open Source Simulation Model of Software Testing", Haifa Verification Conference, 2006.
S. Sabato, E. Yom-Tov, A. Tsherniak, S. Rosset (2007) "Analyzing System Logs: A New View of What's Important", Second Workshop on Tackling Computer Systems Problems with Machine Learning Techniques (SysML07)
E. Yom-Tov, Y. Xu, M. Rosen-Zvi, J. Wong (2007) "A Novel Classification Technique Using Compression-based Similarity with Application to Residual Gas Analysis Data" 8th European AEC/APC Conference
R. Tzoref, S. Ur, E. Yom-Tov (2007) "Instrumenting Where it Hurts - An Automatic Concurrent Debugging Technique" Proceedings of the 2007 international symposium on Software testing and analysis (ISSTA 2007), London, UK. pp. 27-38.
D. Carmel, E. Yom-Tov, H. Roitman (2008) "Enhancing Digital Libraries Using Missing Content Analysis" Accepted to the 2008 Joint Conference on Digital Libraries (JCDL 2008)
H. Roitman, D. Carmel, E. Yom-Tov (2008) "Maintaining Dynamic Channel Profiles on the Web" Accepted to the 2008 Conference on Very Large Data Bases (VLDB 2008)
E. Yom-Tov, R. Tzoref, S. Ur, S. Hoory (2008) "Automatic debugging of concurrent programs through active sampling of low dimensional random projections" Accepted to the 23rd IEEE/ACM International Conference on Automated Software Engineering (ASE 2008)
Workshop articles
E. Yom-Tov, S. Fine, D. Carmel, A. Darlow (2005) "Metasearch and Federation using Query Difficulty Prediction", 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2005) Workshop on Query prediction and its applications
S. Copty, S. Ur, E. Yom-Tov (2005) "Evaluating the Reverse Greedy Algorithm", Fifth Haifa Workshop on Interdisciplinary Applications of Graph Theory, Combinatorics and Algorithms".
E. Yom-Tov, G. F. Inbar (2005) "Evidence for a decision making process at the cortical level during adaptation to changing environments" Computational Motor Control Workshop 2005, Ben Guryon University
E. Yom-Tov (2005) "A parallel training algorithm for large scale support vector machines" Neural Information Processing Systems (NIPS) Workshop on Large Scale Kernel Machines 2005, Whistler, Canada
E. Yom-Tov, M. Rosen-Zvi, Y. Xu, J. Wong (2006) "Towards root-cause analysis in compression-based similarity" Neural Information Processing Systems (NIPS) 2006 Workshop on Revealing Hidden Elements of Dynamical Systems, Whistler, Canada.
S. Sabato, E. Yom-Tov, A. Tsherniak, S. Rosset (2007) "Analyzing System Logs: A New View of What's Important", Second Workshop on Tackling Computer Systems Problems with Machine Learning Techniques (SysML07)
E. Amitay, S. Yogev, E. Yom-Tov (2007) "Serial Sharers: Detecting Split Identities of Web Authors" Accepted for presentation in the SIGIR Workshop on Plagiarism Analysis, Authorship Identification, and Near-Duplicate Detection, 2007
E. Yom-Tov, Y. Aridor (2007) "A self-optimized job scheduler for heterogeneous server clusters" 13th Workshop on Job Scheduling Strategies for Parallel Processing (JSSPP) 2007
E. Yom-Tov, D. Pelleg, R. Natarajan, E. Pednault, N. Slonim (2007) "Large scale clustering and regression using the IBM Parallel Machine Learning toolbox" Neural Information Processing Systems (NIPS) 2007 Workshop on Efficient Machine Learning, Whistler, Canada.
H. Leather, E. Yom-Tov, M. Namolaru, A. Freund (2007) "Automatic Feature Generation for Setting Compilers Heuristics" Accepted to the 2nd Workshop on Statistical and Machine learning approaches to ARchitectures and compilaTion (SMART'08), Goteburg, Sweden.
Invited talks
E. Yom-Tov (2003) "Evidence for learning of force fields in EEG potentials related to movement" Control and Biological systems: The path to the robo-sapiens age - Israeli Association for Automatic Control.
E. Yom-Tov, M. Rosen-Zvi, Y. Xu, J. Wong (2006) "Towards root-cause analysis in compression-based similarity" NIPS 2006 Workshop on Revealing Hidden Elements of Dynamical Systems.
Others
E. Yom-Tov (1999) "A keyboardless computer (In Hebrew)". Haaretz special edition on Hi-Tech, December 1999: 120-122.
E. Yom-Tov (2004) "On the convergence of a genetic algorithm applied to feature selection" Unpublished .
R. El-Yaniv, T. Kotek, D. Pechyony, E. Yom-Tov (2006) "On Multiclass Classification via a Single Binary Classifier", IBM Research Report H-0241.
E. Yom-Tov, Y. Aridor (2006) "Improving Resource Matching through Estimation of Actual Job Requirements", IBM Research Report H-0244.
U. Aharoni, A. Ghoting, E. Pednault, D. Pelleg, H. Toledano, R. Natarajan, E. Yom-Tov (2006) "IBM Parallel Machine Learning Toolbox", Neural Information Processing Systems (NIPS) Demonstration
Patents
E. Yom-Tov (2001) "Monitoring Vital Signs During Labor" Israeli patent request.
E. Yom-Tov, S. Fine, D. Carmel, A. Darlow (2004) "Prediction of query difficulty for a generic search engine" U.S. patent request 10/968692
E. Yom-Tov, S. Fine, D. Carmel, A. Darlow, A.Z. Broder (2005) "Detection of missing content in a searchable repository" U.S. patent request 11/181324
E. Yom-Tov, S. Fine, D. Carmel, A. Darlow (2004) "Merging of results in distributed information retrieval" U.S. patent request 11/183086
E. Yom-Tov, B. Mizrachi and S. Ur (2005) "Identification of input sequences" U.S. patent request 11/210922
E. Yom-Tov, Y. Aridor, R.E. Harper (2005) "Method and system for scheduling of jobs" U.S. patent request 11/313395
S. Ur, E. Yom-Tov (2006) "List display with redundant text removal" U.S. patent request 11/423713
E. Yom-Tov, S. Fine, D. Carmel, A. Darlow and D. Pelleg (2006) "Analyzing the Ability to Find Textual Content" U.S. patent request 11/461464
E. Yom-Tov (2006) "Method and System for Interactively Navigating Search Results" U.S. patent request 11/532571
B. Mizrachi, E. Yom-Tov (2007) "Consistency Checking in Computer-Implemented Calendar Systems" U.S. patent request 11/669199
A. Zlotnick, E. Yom-Tov, Z. Machulsky (2007) "Systems, method, and computer program product for evaluating a storage policy" U.S. patent request 11/762092
E. Amitai, S. Yogev, E. Yom-Tov (2007) "Detection of Web authors and its uses" U.S. patent request 11/733808
S. Sabato, A. Tsherniak, E. Yom-Tov (2007) "Apparatus for and Method of Implementing System Log Message Ranking via System Behavior Analysis" U.S. patent request 11/877679
R. Tzoref, S. Ur, E. Yom-Tov (2007) "Device, System and Method of Debugging Computer Programs" U.S. patent request 11/877689
E. Yom-Tov, M. Rosen-Zvi, Y. Xu, J. Wong (2007) "Method and Computer Program Product for Wafer Manufacturing Process Abnormalities Detection" U.S. patent request 11/946064
E. Yom-Tov, A. Adi (2008) "Apparatus for and Method of Generating Complex Event Processing System Rules" U.S. patent request 12/033896
N. Slonim, E. Yom-Tov (2008) "Method and System for Clustering Massive Graphs using Multiple Processing Nodes" U.S. patent request 12/060210
D. Carmel, H. Roitman, E. Yom-Tov (2008) "Method and System for Maintaining Profiles of Information Channels" U.S. patent request 12/111972
O. Margalit, S. Hoory, E. Yom-Tov (2008) "Efficient Expertise Extraction" U.S. patent request 12/062465