Department of Software and Information Systems Engineering

2024

A-A*pex: Efficient Anytime Approximate Multi-Objective Search

Zhang, H., Salzman, O., Felner, A., Ulloa, C. H. & Koenig, S., 1 Jan 2024, In: The International Symposium on Combinatorial Search. 17, 1, p. 179-187 9 p.

Research output: Contribution to journal › Conference article › peer-review

Open Access

Booking.com RecSys RecTour 2024 Challenge

Livne, A. & Fainman, E., 1 Jan 2024, In: CEUR Workshop Proceedings. 3886, p. 82-86 5 p.

Research output: Contribution to journal › Conference article › peer-review

Clique Analysis and Bypassing in Continuous-Time Conflict-Based Search

Walker, T. T., Sturtevant, N. R. & Felner, A., 1 Jan 2024, In: The International Symposium on Combinatorial Search. 17, 1, p. 152-160 9 p.

Research output: Contribution to journal › Conference article › peer-review

Open Access

Clique Analysis and Bypassing in Continuous-Time Conflict-Based Search

Walker, T. T., Sturtevant, N. R. & Felner, A., 1 Jan 2024, In: Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS. 2024-May, p. 2540-2542 3 p.

Research output: Contribution to journal › Conference article › peer-review

Crafting a Pogo Stick in Minecraft with Heuristic Search (Extended Abstract)

Benyamin, Y., Mordoch, A., Shperberg, S., Piotrowski, W. & Stern, R., 1 Jan 2024, In: The International Symposium on Combinatorial Search. 17, 1, p. 261-262 2 p.

Research output: Contribution to journal › Conference article › peer-review

Open Access

Efficient Set Dominance Checks in Multi-Objective Shortest-Path Algorithms via Vectorized Operations

Ulloa, C. H., Zhang, H., Koenig, S., Felner, A. & Salzman, O., 1 Jan 2024, In: The International Symposium on Combinatorial Search. 17, 1, p. 208-212 5 p.

Research output: Contribution to journal › Conference article › peer-review

Open Access

Evaluating Distributional Predictions of Search Time: Put Up or Shut Up Games (Extended Abstract)

Mariasin, S., Coles, A., Karpas, E., Ruml, W., Shimony, S. E. & Shperberg, S., 1 Jan 2024, In: The International Symposium on Combinatorial Search. 17, 1, p. 277-278 2 p.

Research output: Contribution to journal › Conference article › peer-review

Open Access

Learning Safe Action Models with Partial Observability

Le, H. S., Juba, B. & Stern, R., 25 Mar 2024, In: Proceedings of the AAAI Conference on Artificial Intelligence. 38, 18, p. 20159-20167 9 p.

Research output: Contribution to journal › Conference article › peer-review

Open Access

1 Scopus citations

Lifecycle of promotional campaigns in the online travel industry

Herrero-Gómez, C., Livne, A., Adiv, I., Proença, H. M., Moraes, F., Albert, J. & Goldenberg, D., 1 Jan 2024, In: CEUR Workshop Proceedings. 3886, p. 31-38 8 p.

Research output: Contribution to journal › Conference article › peer-review

Minimizing State Exploration While Searching Graphs with Unknown Obstacles

Koyfman, D., Atzmon, D., Shperberg, S. S. & Felner, A., 1 Jan 2024, In: Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS. 2024-May, p. 1038-1046 9 p.

Research output: Contribution to journal › Conference article › peer-review

Minimizing State Exploration While Searching Graphs with Unknown Obstacles (Extended Abstract)

Koyfman, D., Shperberg, S. S., Atzmon, D. & Felner, A., 1 Jan 2024, In: The International Symposium on Combinatorial Search. 17, 1, p. 273-274 2 p.

Research output: Contribution to journal › Conference article › peer-review

Open Access

Multi-funnel Recommender System for Cold Item Boosting

Khaili, A., Kofman, K., Cano, E., Mende, A. & Hadrian, A., 1 Jan 2024, In: CEUR Workshop Proceedings. 3886, p. 11-22 12 p.

Research output: Contribution to journal › Conference article › peer-review

On Parallel External-Memory Bidirectional Search (Extended Abstract)

Siag, L., Shperberg, S. S., Felner, A. & Sturtevant, N. R., 1 Jan 2024, In: The International Symposium on Combinatorial Search. 17, 1, p. 283-284 2 p.

Research output: Contribution to journal › Conference article › peer-review

Open Access

On the Properties of All-Pair Heuristics

Shperberg, S. S., Felner, A., Siag, L. & Sturtevant, N. R., 1 Jan 2024, In: The International Symposium on Combinatorial Search. 17, 1, p. 127-133 7 p.

Research output: Contribution to journal › Conference article › peer-review

Open Access

Optimal and Bounded Suboptimal Any-Angle Multi-agent Pathfinding (Extended Abstract)

Yakovlev, K., Andreychuk, A. & Stern, R., 1 Jan 2024, In: The International Symposium on Combinatorial Search. 17, 1, p. 295-296 2 p.

Research output: Contribution to journal › Conference article › peer-review

Open Access

Prioritised Planning with Guarantees

Morag, J., Zhang, Y., Koyfman, D., Chen, Z., Felner, A., Harabor, D. & Stern, R., 1 Jan 2024, In: The International Symposium on Combinatorial Search. 17, 1, p. 82-90 9 p.

Research output: Contribution to journal › Conference article › peer-review

Open Access

Relaxed Exploration Constrained Reinforcement Learning

Shperberg, S. S., Liu, B. & Stone, P., 1 Jan 2024, In: Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS. 2024-May, p. 1727-1735 9 p.

Research output: Contribution to journal › Conference article › peer-review

Speeding Up Dominance Checks in Multi-Objective Search: New Techniques and Data Structures

Zhang, H., Salzman, O., Felner, A., Satish Kumar, T. K., Ulloa, C. H. & Koenig, S., 1 Jan 2024, In: The International Symposium on Combinatorial Search. 17, 1, p. 228-232 5 p.

Research output: Contribution to journal › Conference article › peer-review

Open Access

TTTS: Tree Test Time Simulation for Enhancing Decision Tree Robustness against Adversarial Examples

Cohen, S., Arbili, O., Mirsky, Y. & Rokach, L., 25 Mar 2024, In: Proceedings of the AAAI Conference on Artificial Intelligence. 38, 19, p. 20993-21000 8 p.

Research output: Contribution to journal › Conference article › peer-review

Open Access

2 Scopus citations

2023

Adapting to planning failures in lifelong multi-agent path finding

Morag, J., Stern, R. & Felner, A., 1 Jan 2023, In: The International Symposium on Combinatorial Search. 16, 1, p. 47-55 9 p.

Research output: Contribution to journal › Conference article › peer-review

Open Access

1 Scopus citations

Blame Attribution for Multi-Agent Pathfinding Execution Failures

Natan, A., Stern, R. & Kalech, M., 1 Jan 2023, In: Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS. 2023-May, p. 2358-2360 3 p.

Research output: Contribution to journal › Conference article › peer-review

1 Scopus citations

Comparing front-to-front and front-to-end heuristics in bidirectional search

Siag, L., Shperberg, S. S., Felner, A. & Sturtevant, N. R., 1 Jan 2023, In: The International Symposium on Combinatorial Search. 16, 1, p. 158-162 5 p.

Research output: Contribution to journal › Conference article › peer-review

Open Access

1 Scopus citations

Efficient Multi-Query Bi-Objective Search via Contraction Hierarchies

Zhang, H., Salzman, O., Felner, A., Kumar, T. K. S., Ulloa, C. H. & Koenig, S., 1 Jan 2023, In: Proceedings International Conference on Automated Planning and Scheduling, ICAPS. 33, 1, p. 452-461 10 p.

Research output: Contribution to journal › Conference article › peer-review

Open Access

3 Scopus citations

From User Stories to Domain Models: Recommending Relationships between Entities

Bragilovski, M., Dalpiaz, F. & Sturm, A., 1 Jan 2023, In: CEUR Workshop Proceedings. 3378

Research output: Contribution to journal › Conference article › peer-review

5 Scopus citations

Greedy priority-based search for suboptimal multi-agent path finding

Chan, S. H., Stern, R., Felner, A. & Koenig, S., 1 Jan 2023, In: The International Symposium on Combinatorial Search. 16, 1, p. 11-19 9 p.

Research output: Contribution to journal › Conference article › peer-review

Open Access

6 Scopus citations

Heuristic Search For Physics-Based Problems: Angry Birds in PDDL+

Piotrowski, W., Sher, Y., Grover, S., Stern, R. & Mohan, S., 1 Jan 2023, In: Proceedings International Conference on Automated Planning and Scheduling, ICAPS. 33, 1, p. 518-526 9 p.

Research output: Contribution to journal › Conference article › peer-review

Open Access

3 Scopus citations

Learning to Operate in Open Worlds by Adapting Planning Models

Piotrowski, W., Stern, R., Sher, Y., Le, J., Klenk, M., deKleer, J. & Mohan, S., 1 Jan 2023, In: Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS. 2023-May, p. 2610-2612 3 p.

Research output: Contribution to journal › Conference article › peer-review

1 Scopus citations

MODEL-BASED META AUTOMATIC CURRICULUM LEARNING

Xu, Z., Zhang, Y., Shperberg, S. S., Mirsky, R., Jiang, Y., Liu, B. & Stone, P., 1 Jan 2023, In: Proceedings of Machine Learning Research. 232, p. 846-860 15 p.

Research output: Contribution to journal › Conference article › peer-review

Multi Agent Path Finding Under Obstacle Uncertainty

Shofer, B., Shani, G. & Stern, R., 1 Jan 2023, In: Proceedings International Conference on Automated Planning and Scheduling, ICAPS. 33, 1, p. 402-410 9 p.

Research output: Contribution to journal › Conference article › peer-review

Open Access

4 Scopus citations

Optimally Solving the Multiple Watchman Route Problem with Heuristic Search

Livne, Y., Atzmon, D., Skyler, S., Boyarski, E., Shapiro, A. & Felner, A., 1 Jan 2023, In: Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS. 2023-May, p. 905-913 9 p.

Research output: Contribution to journal › Conference article › peer-review

Personalizing Interventions with Diversity Aware Bandits

Botta, C., Segal, A. & Gal, K., 1 Jan 2023, In: CEUR Workshop Proceedings. 3456, p. 254-263 10 p.

Research output: Contribution to journal › Conference article › peer-review

Relaxed Exploration Constrained Reinforcement Learning

Shperberg, S. S., Liu, B. & Stone, P., 1 Jan 2023, In: Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS. 2023-May, p. 2821-2823 3 p.

Research output: Contribution to journal › Conference article › peer-review

1 Scopus citations

Rollout Heuristics for Online Stochastic Contingent Planning

Blumenthal, O. & Shani, G., 30 Sep 2023, In: Electronic Proceedings in Theoretical Computer Science, EPTCS. 391, p. 89-101 13 p.

Research output: Contribution to journal › Conference article › peer-review

Open Access

The Same Thing - Only Different: Classification of Movies by their Story Types

Liu, C., Shmilovici, A. & Last, M., 1 Jan 2023, In: CEUR Workshop Proceedings. 3370, p. 93-101 9 p.

Research output: Contribution to journal › Conference article › peer-review

Towards effective multi-valued heuristics for bi-objective shortest-path algorithms via differential heuristics

Zhang, H., Salzman, O., Felner, A., Satish Kumar, T. K., Skyler, S., Ulloa, C. H. & Koenig, S., 1 Jan 2023, In: The International Symposium on Combinatorial Search. 16, 1, p. 101-109 9 p.

Research output: Contribution to journal › Conference article › peer-review

Open Access

2 Scopus citations

W-restrained Bidirectional Bounded-Suboptimal Heuristic Search

Atzmon, D., Shperberg, S. S., Sabah, N., Felner, A. & Sturtevant, N. R., 1 Jan 2023, In: Proceedings International Conference on Automated Planning and Scheduling, ICAPS. 33, 1, p. 26-30 5 p.

Research output: Contribution to journal › Conference article › peer-review

Open Access

2022

Conceptual Modeling Systems: A Vision for the Future of Conceptual Modeling

Lukyanenko, R., Samuel, B. M., Storey, V. C. & Sturm, A., 1 Jan 2022, In: CEUR Workshop Proceedings. 3211

Research output: Contribution to journal › Conference article › peer-review

2 Scopus citations

Detecting Suicide Risk in Online Counseling Services: A Study in a Low-Resource Language

Bialer, A., Izmaylov, D., Segal, A., Tsur, O., Levi-Belz, Y. & Gal, K., 1 Jan 2022, In: Proceedings - International Conference on Computational Linguistics, COLING. 29, 1, p. 4241-4250 10 p.

Research output: Contribution to journal › Conference article › peer-review

2 Scopus citations

Dynamical modelling of player engagement and skill in the Quantum Moves 2 citizen science game

Saurou, P., Hjorth, A., Gajdacz, M., Heck, R., Gal, K. & Sherson, J., 16 Dec 2022, In: Proceedings of Science. 418, 074.

Research output: Contribution to journal › Conference article › peer-review

Open Access

2021

Detection of Adversarial Supports in Few-Shot Classifiers Using Self-Similarity and Filtering

Tan, Y. X. M., Chong, P., Sun, J., Cheung, N. M., Elovici, Y. & Binder, A., 1 Jan 2021, In: CEUR Workshop Proceedings. 3084

Research output: Contribution to journal › Conference article › peer-review

14 Downloads (Pure)

Discourse Parsing of Contentious, Non-Convergent Online Discussions

Zakharov, S., Hadar, O., Hakak, T., Grossman, D., Kolikant, Y.B.-D. & Tsur, O., 22 May 2021, In: Proceedings of the International AAAI Conference on Web and Social Media. 15, 1, p. 853-864

Research output: Contribution to journal › Conference article › peer-review

49 Downloads (Pure)

It's a Thin Line Between Love and Hate: Using the Echo in Modeling Dynamics of Racist Online Communities

Arviv, E., Hanouna, S. & Tsur, O., 22 May 2021, In: Proceedings of the International AAAI Conference on Web and Social Media. 15, 1, p. 61-70

Research output: Contribution to journal › Conference article › peer-review

47 Downloads (Pure)

New frontiers for fake news research on social media in 2021 and beyond

Grinberg, N., 1 Jan 2021, In: CEUR Workshop Proceedings. 2890

Research output: Contribution to journal › Conference article › peer-review

2020

Algorithm selection for optimal multi-agent pathfinding

Kaduri, O., Boyarski, E. & Stern, R., 29 May 2020, In: Proceedings International Conference on Automated Planning and Scheduling, ICAPS. 30, p. 161-165 5 p.

Research output: Contribution to journal › Conference article › peer-review

Open Access

29 Scopus citations

Intelligent recommendations for citizen science

Dayan, N., Gal, K., Segal, A., Shani, G. & Cavalier, D., 1 Jan 2020, In: CEUR Workshop Proceedings. 2697

Research output: Contribution to journal › Conference article › peer-review

1 Scopus citations

Post-hoc explanations for complex model recommendations using simple methods

Shmaryahu, D., Shani, G. & Shapira, B., 1 Jan 2020, In: CEUR Workshop Proceedings. 2682, p. 26-36 11 p.

Research output: Contribution to journal › Conference article › peer-review

5 Scopus citations

Predicting the effectiveness of bidirectional heuristic search

Sturtevant, N. R., Shperberg, S., Felner, A. & Chen, J., 29 May 2020, In: Proceedings International Conference on Automated Planning and Scheduling, ICAPS. 30, p. 281-290 10 p.

Research output: Contribution to journal › Conference article › peer-review

3 Scopus citations

Privacy preserving planning in stochastic environments

Shani, G., Stern, R. & Hefner, T., 29 May 2020, In: Proceedings International Conference on Automated Planning and Scheduling, ICAPS. 30, p. 258-262 5 p.

Research output: Contribution to journal › Conference article › peer-review

Open Access

Probabilistic robust multi-agent path finding

Atzmon, D., Stern, R., Felner, A., Sturtevant, N. R. & Koenig, S., 29 May 2020, In: Proceedings International Conference on Automated Planning and Scheduling, ICAPS. 30, p. 29-37 9 p.

Research output: Contribution to journal › Conference article › peer-review

34 Scopus citations

Revisiting bounded-suboptimal safe interval path planning

Yakovlev, K., Andreychuk, A. & Stern, R., 29 May 2020, In: Proceedings International Conference on Automated Planning and Scheduling, ICAPS. 30, p. 300-304 5 p.

Research output: Contribution to journal › Conference article › peer-review

12 Scopus citations

Department of Software and Information Systems Engineering

Research output

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