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    Research & Publications


My Research Interests include:

  •   Multi-Agent Systems

  •   Data Mining

  •   Robotics

  •     Human-Computer Interaction

Publications:

2018

Ariella Richardson, Avi Rosenfeld, A Survey of Interpretability and Explainability in Human-Agent Systems, XAI 2018.

Vinay Sehgal, Avi Rosenfeld, David Graham, Raf Bisschops, Krish Ragunath, Manuel Rodriguez-Justo, Marco Novelli, Matthew Banks, Rehan Haidry, Gideon Lipman and Laurence Lovat, Machine Learning Creates a Simple Endoscopic Classification System that Improves Dysplasia Detection in Barrettís Oesophagus Amongst Non-Expert Endoscopists, accepted to Gastroenterology Research and Practice

Yaakov Hacohen-Kerner, Avi Rosenfeld, Asaf. Sabaga, Maor Tzidkani, Topic-based Classification through Unigram Unmasking, KES 2018.

Avi Rosenfeld, Ron Illuz, Dovid Gottesman, Mark Last: Using discretization for extending the set of predictive features. EURASIP J. Adv. Sig. Proc. 2018: 7 (2018)

D-MIAT code

Avi Rosenfeld, Sigal Sina, David Sarne, Or Avidov, Sarit Kraus: A Study of WhatsApp Usage Patterns and Prediction Models without Message Content. Accepted to Journal of Demographic Research (2018)

Dataset from WhatsApp paper (group data)

2017

Samuel Barrett, Avi Rosenfeld, Sarit Kraus, Peter Stone: Making friends on the fly: Cooperating with new teammates. Artif. Intell. 242: 132-171 (2017)

Sebastian Stein, Enrico H. Gerding, Adrian Nedea, Avi Rosenfeld, Nicholas R. Jennings: Market Interfaces for Electric Vehicle Charging. J. Artif. Intell. Res. 59: 175-227 (2017)

Sebastian Stein, Enrico H. Gerding, Adrian Nedea, Avi Rosenfeld, Nicholas R. Jennings: Evaluating Market User Interfaces for Electric Vehicle Charging using Bid2Charge. IJCAI 2017: 4939-4943

2016

Sebastian Stein, Enrico Gerding, Adrian Nedea, Avi Rosenfeld, Nicholas Jennings, Bid2Charge: Market User Interface Design for Electric Vehicle Charging, AAMAS 2016. Awarded best innovative application paper at AAMAS 2016

Avi Rosenfeld, Sigal Sina, David Sarne, Or Avidov, Sarit Kraus, WhatsApp Usage Patterns and Prediction Models, ICWSM/IUSSP Workshop on Social Media and Demographic Research, 2016.

Sarvapali D. Ramchurn, Avi Rosenfeld, Joel E. Fischer: Guest Editorial for Special Issue on Human - Agent Interactions. Autonomous Agents and Multi-Agent Systems 30(1): 1-3 (2016).

Avi Rosenfeld, Inon Zuckerman, Erel Segal-Halevi, Osnat Drein, Sarit Kraus: NegoChat-A: a chat-based negotiation agent with bounded rationality. Autonomous Agents and Multi-Agent Systems 30(1): 60-81 (2016)

2015

Inon Zuckerman, Erel Segal-Halevi, Avi Rosenfeld, Sarit Kraus: First Steps in Chat-Based Negotiating Agents. Next Frontier in Agent-Based Complex Automated Negotiation 2015: 89-109
 

Amos Azaria, Ariella Richardson, and Avi Rosenfeld, Autonomous Agents and Human Cultures in the Trust-Revenge Game, JAAMAS 2015

Johnathan Mell, Gale Lucas, Jonathan Gratch and Avi Rosenfeld. Saying YES! The Cross-cultural Complexities of Favors, Fairness, and Trust in Negotiation, ACII 2015.

Avi Rosenfeld, David G. Graham, Rifat Hamoudi, Rommel Butawan, Victor Eneh, Saif Khan, Haroon Miah, Mahesan Niranjan, Laurence B. Lovat.  MIAT: A Novel Attribute Selection Approach to Better Predict Upper Gastrointestinal Cancer, DSAA 2015.

Avi Rosenfeld, Inon Zuckerman, Erel Segal-Halevi, Osnat Drein, and Sarit Kraus, NegoChat-A: a chat-based negotiation agent with bounded rationality, JAAMAS 2015.

Sigal Sina, Avi Rosenfeld, Sarit Kraus, Navot Akiva, A Hybrid Approach of Classifier and Clustering for Solving the Missing Node Problem. AAAI 2015.

Long Tran-Thanh, Trung Dong Huynh, Avi Rosenfeld, Sarvapali Ramchurn and Nicholas R. Jennings, Crowdsourcing Complex Workflows under Budget Constraints. AAAI 2015.

Avshalom Elmalech, David Sarne, Avi Rosenfeld and Eden Erez. When Suboptimal Rules. AAAI 2015.

2014

Avi Rosenfeld, Vinay Sehgal, David G. Graham, Matthew R. Banks, Rehan J. Haidry, Laurence B. Lovat, Using Data Mining to Help Detect Dysplasia. SWSTE 2014 (Abstract)

Tammar Shrot, Avi Rosenfeld, Jennifer Golbeck, Sarit Kraus: CRISP: an interruption management algorithm based on collaborative filtering. CHI 2014: 3035-3044

Avi Rosenfeld, Inon Zuckerman, Erel Segal-Halevi, Osnat Drein, and Sarit Kraus, NegoChat: A Chat-Based Negotiation Agent, AAMAS 2014.

Long Tran-Thanh, Trung Dong Huynh, Avi Rosenfeld, Sarvapali Ramchurn and Nicholas R. Jennings, BudgetFix: Budget Limited Crowdsourcing for Interdependent Task Allocation with Quality Guarantees, AAMAS 2014.

Amos Azaria, Ariella Richardson, Avshalom Elmalech and Avi Rosenfeld, Automated Agentsí Behavior in the Trust-Revenge Game in Comparison to Other Cultures, AAMAS 2014.

Ya'akov (Kobi) Gal, Avi Rosenfeld, Sarit Kraus, Michele Gelfand, Bo An, Jun Lin: A New Paradigm for the Study of Corruption in Different Cultures. SBP 2014: 261-268

Yaakov Hacohen-Kerner, Avi Rosenfeld, Maor Tzidkani and Daniel Nisim, Classifying Papers from Different Computer Science Conferences, ADMA 2014.

Sigal Sina, Avi Rosenfeld, Sarit Kraus, Generating Content for Scenario-Based Serious-Games using CrowdSourcing, AAAI 2014.

2013

Meirav Hadad, Sarit Kraus, Irith Hartman, and Avi Rosenfeld, Group Planning with Time Constraints, Journal of Annals of Mathematics and Artificial Intelligence (AMAI), Volumne 69, Issue 3, pages 243-291 (2013)

Sigal Sina, Avi Rosenfeld, Sarit Kraus, Solving the Missing Node Problem using Structure and Attribute Information, The 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), 2013.

Sigal Sina, Avi Rosenfeld, Sarit Kraus: Social Narrative Adaptation using Crowdsourcing. CMN 2013: 238-256.

Ron Eyal, Avi Rosenfeld, Sigal Sina, and Sarit Kraus, Predicting and Identifying Missing Node Information in Social Networks, Accepted to Transactions of KDD (TKDD).

Avi Rosenfeld, Zevi Bareket, Claudia Goldman, David LeBlanc, and Omer Tsimoni, Learning Driverís Behavior to Improve Adaptive Cruise Control, Accepted to Journal of Intelligent Transportation Systems.

Avi Rosenfeld, Algorithm Selection for Constraint Optimization Domains. International Journal of Advanced Computer Science and Applications (IJACSA), 4(2), 2013.

Sam Barrett, Peter Stone, Sarit Kraus, Avi Rosenfeld, Teamwork with Limited Knowledge of Teammates, AAAI 2013.

Inon Zuckerman, Erel Segal-haLevi, Sarit Kraus, and Avi Rosenfeld. Towards Automated Negotiation Agents that use Chat Interface In The Sixth International Workshop on Agent-based Complex Automated Negotiations (ACAN) 2013.

Amos Azaria, A. Richardson, A. Elmalech, Avi Rosenfeld, Sarit Kraus, and D. Sarne, On Automated Agents Rationality, HAIDM 2013.

2012

Avi Rosenfeld, Inon Zukerman, Amos Azaria, and Sarit Kraus, Combining Psychological Models with Machine Learning to Better Predict People's Decisions, Synthese 189(1):81:93.

Avi Rosenfeld, Zevi Bareket, Claudia Goldman, Sarit Kraus, David LeBlanc, and Omer Tsimoni, Towards Adapting Cars to their Drivers, A.I. Magazine, Winter 2012: Pages 46-58.

Avi Rosenfeld, Zevi Bareket, Claudia Goldman, Sarit Kraus, David LeBlanc, and Omer Tsimoni, Learning Driverís Behavior to Improve the Acceptance of Adaptive Cruise Control, IAAI 2012.

Avi Rosenfeld, Zevi Bareket, Claudia Goldman, Sarit Kraus, David LeBlanc, and Omer Tsimoni, Using Driver Type to Better Predict Driversí Adaptive Cruise Control Settings, HAIDM 2012.

Avi Rosenfeld, Zevi Bareket, Claudia Goldman, Sarit Kraus, David LeBlanc, and Omer Tsimoni, Learning Driverís Behavior to Improve Adaptive Cruise Control, ATT 2012.

Sam Barrett, Peter Stone, Sarit Kraus, and Avi Rosenfeld, Learning Teammate Models for Ad Hoc Teamwork, ALA 2012.

Avi Rosenfeld, Sarit Kraus. Modeling Agents Based on Aspiration Adaptation Theory. Journal of Autonomous Agents and Multi-Agent Systems (JAAMAS), 24(2):221-254.

2011

Ron Eyal, Sarit Kraus, and Avi Rosenfeld, Identifying Missing Node Information in Social Networks, AAAI 2011, Special Track on Artificial Intelligence and the Web, August 2011.

Avi Rosenfeld, Aviad Levy, and Asher Yoskovitz.  Accurately Revising Knowledge Based Recommendation Systems, In Proceedings of AAMAS-11 Workshop on Agent-Mediated Electronic Commerce (AMEC XIII), May 2011.

Meirav Hadad and Avi Rosenfeld. ADAPT: Abstraction Hierarchies to Effectively Implement Teamwork. In Proceedings of Ninth International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS), May 2011.

Meirav Hadad and Avi Rosenfeld. ADAPT: Abstraction Hierarchies to Better Simulate Teamwork. In Proceedings of AAMAS-11 Workshop on the uses of Agents for Education, Games and Simulations (AEGS), May 2011.

Avi Rosenfeld and Sarit Kraus. Using Aspiration Adaptation Theory to Improve Learning. In Proceedings of Ninth International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS), May 2011.

2009

Avi Rosenfeld, Sarit Kraus. Modeling Agents through Bounded Rationality Theories. In Proceedings of IJCAI 2009, July 2009.

Avi Rosenfeld, Sarit Kraus. Modeling Agents through Bounded Rationality Theories. In Proceedings of AAMAS-09 Workshop on Agents for Games and Simulation (AGS), May 2009.

Tammar Shrot, Avi Rosenfeld, Sarit Kraus. Quickly Learning User Characteristics for Efficient Interruptability in Agent-User Collaborative Systems. In Proceedings of AAMAS-09 Workshop on Mixed-Initiative MAS (MIMS), May 2009.

Avi Rosenfeld, Sarit Kraus and Chalie Ortiz. Measuring the Expected Gain of Communicating Constraint Information. To appear in Special Issue on Coordinating Agents' Plans and Schedules in Multiagent and Grid Systems 5(4).

Avi Rosenfeld, Claudia V. Goldman, Gal A. Kaminka, and Sarit Kraus. PHIRST: A Distributed Architecture for P2P Information Retrieval.  Journal of Information Systems (IS) 34(2):290-303.

2008

Avi Rosenfeld, Gal A. Kaminka, Sarit Kraus, and Onn Shehory. A Study of Mechanisms for Improving Robotic Group Performance. In Artificial Intelligence Journal (AIJ) 172(6-7):633-655.

Avi Rosenfeld, Sarit Kraus. Agents that use Aspiration Adaptation Theory. IAAI Symposium, Ashkelon Israel, November 2008.

2007

Avi Rosenfeld. A Study of Dynamic Coordination Mechanisms. PhD thesis, Bar Ilan University. 2007.

Avi Rosenfeld, Claudia Goldman, Gal A. Kaminka and Sarit Kraus An Architecture for Hybrid P2P Free-Text Search. In the Eleventh International Workshop on Cooperative Information Agents (CIA 2007). Lecture Notes in Artificial Intelligence Volume 4676, pages 57-71. Awarded best paper of the CIA 2007 conference.

Avi Rosenfeld, Sarit Kraus and Charlie Ortiz. Quantifying the Expected Utility of Information in Multi-Agent Scheduling Tasks. In the Eleventh International Workshop on Cooperative Information Agents (CIA 2007). Lecture Notes in Artificial Intelligence Volume 4676, pages 104-118.

2006

Avi Rosenfeld, Gal A. Kaminka, Sarit Kraus. Adaptive Robotic Communication Using Coordination Costs. In the 8th International Symposium on Distributed Autonomous Robotic System (DARS 2006), Minneapolis, MN, July 2006, pages 165-175.

Avi Rosenfeld, Gal A. Kaminka, Sarit Kraus. Adaptive Robotic Communication using Coordination Costs for Improved Trajectory Planning. In Proceedings of the AAAI Spring Symposium on Symposium on Distributed Plan and Schedule Management, Stanford, CA., March, 2006.

2005

Avi Rosenfeld, Gal A. Kaminka, Sarit Kraus. A Study of Scalability Properties in Robotic Teams. In Challenges of Large Scale Coordination, Scerri, P., Mailler, R., Vincent, R. (Eds) Springer-Verlag. 2005, pages 27-51.

Avi Rosenfeld, Gal A. Kaminka, Sarit Kraus: Measuring the Cost of Robotic Communication. In Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI-05), July 2005, pages 1734-1735.

2004

Avi Rosenfeld, Gal A. Kaminka, Sarit Kraus. Adaptive Robot Coordination using Interference Metrics, In Proceedings of the 16th European Conference on Artificial Intelligence, August 2004, pages 910-916.

Avi Rosenfeld, Gal A. Kaminka, Sarit Kraus: A Study of Marginal Performance Properties in Robotic Groups. In Proceedings of the Fourth International Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS-04), July 2004, 1536-1537.

Avi Rosenfeld, Gal A. Kaminka, Sarit Kraus. A Study of Marginal Performance Properties in Robotic Teams. In Proceedings of AAMAS-04 Workshop on Coalition and Teams: Formation and Activity, July 2004.

Avi Rosenfeld, Gal A. Kaminka, Sarit Kraus. Adaptive Robot Coordination using Interference Metrics (expanded variation of ECAI '04 publication). In Proceedings of AAMAS-04 Workshop on Learning and Evolution in Agent Based Systems, July 2004.

Research Resources

SharedPlan Paper Information

Movies of Teambots robots referenced in AIJ article (2007).

תורה ומדע

מסחר אלקטרוני בשבת- כנס תורה ומדע ה18

קניין באינטרנט -כנס תורה ומדע ה20