Data and Decision Sciences

2024

A Survey of Global Explanations in Reinforcement Learning

Amitai, Y. & Amir, O., 1 Jan 2024, Explainable Agency in Artificial Intelligence: Research and Practice. p. 21-42 22 p.

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

Big Data without Big Brothers: The Potential of Gentle Rule Enforcement

Erev, I., Hreib, M. & Teodorescu, K., 2024, Knowledge and Space. p. 225-237 13 p. (Knowledge and Space; vol. 19).

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

Open Access

1 Scopus citations

2023

CREATIVELY SEARCHING THROUGH SEMANTIC MEMORY STRUCTURE: A Short Integrative Review

Kenett, Y. N., 1 Jan 2023, The Routledge International Handbook of Creative Cognition. p. 160-179 20 p.

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

1 Scopus citations

The Logic of Backward Induction

Arieli, I., 1 Dec 2023, World Scientific Series in Economic Theory. Aumann, R. J. (ed.). p. 287-321 35 p. (World Scientific Series in Economic Theory; vol. 10).

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

2022

EXPRESSING NEGATIVE EMOTIONS IN WORK RELATIONSHIPS AND AFFECTIVE ORGANIZATIONAL COMMITMENT: A LATENT DIFFERENCE SCORE APPROACH

Brueller, D., Brueller, N. N. & Doveh, E., 17 Jan 2022, Research on Emotion in Organizations. p. 173-192 20 p. (Research on Emotion in Organizations; vol. 16).

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

1 Scopus citations

OPPORTUNITIES, TOOLS, AND NEW INSIGHTS: EVIDENCE ON EMOTIONS IN SERVICE FROM ANALYSES OF DIGITAL TRACES DATA

Rafaeli, A., Yom Tov, G. B., Ashtar, S. & Altman, D., 17 Jan 2022, Research on Emotion in Organizations. p. 105-133 29 p. (Research on Emotion in Organizations; vol. 16).

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

3 Scopus citations

The Neuroscience of Well-Being: A General Framework and Its Relation to Humanistic Flourishing

Kenett, Y. N. & Chatterjee, A., 1 Jan 2022, The Oxford Handbook of the Positive Humanities. p. 129-139 11 p.

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

The perils of a blanket model: Financial anomalies and loss aversion

Yechiam, E., 18 Oct 2022, Handbook of Experimental Finance. p. 89-97 9 p.

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

2021

My Mother the Hero

Dori, D., 1 Jan 2021, Researchers Remember: Research as an Arena of Memory Among Descendants of Holocaust Survivors, a Collected Volume of Academic Autobiographies. p. 121-132 12 p.

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

2020

Fear not: religion and emotion regulation in coping with existential concerns

Vishkin, A. & Tamir, M., 1 Jan 2020, The Science of Religion, Spirituality, and Existentialism. p. 325-338 14 p.

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

10 Scopus citations

Innovation in a MOOC: Project-Based Learning in the International Context

Barak, M. & Usher, M., 1 Jan 2020, Active Learning in College Science: The Case for Evidence-Based Practice. p. 639-653 15 p.

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

7 Scopus citations

Satisficing, meta-reasoning, and the rationality of further deliberation

Ackerman, R., Douven, I., Elqayam, S. & Tedorescu, K., 2020, Logic and Uncertainty in the Human Mind. Elqayam, S., Douven, I., St. B. T. Evans, J. & Cruz, N. (eds.). p. 10-26

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

SEMMARTINGALE CONVERGENCE THEORY AND CONDITIONAL INFERENCE FOR STOCHASTIC PROCESSES

Feigin, P. D., 1 Jan 2020, Proceedings of the 1st World Congress of the Bernoulli Society. p. 41-48 8 p.

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

The index of the outstanding observation among n independent ones

de Haan, L. & Weissman, I., 1 Jan 2020, Proceedings of the 1st World Congress of the Bernoulli Society. p. 493-494 2 p.

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

2019

A gender perspective on computer science education in Israel: From high school, through the military and academia to the tech industry

Hazzan, O., Nativ-Ronen, E. & Umansky, T., 1 Jan 2019, Cracking the Digital Ceiling: Women in Computing Around the World. p. 90-103 14 p.

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

5 Scopus citations

Clinical Cognitive Networks: A Graph Theory Approach

N. Kenett, Y. & Faust, M., 2019, Network Science in Cognitive Psychology. 30 p.

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

Lagrangian methods for composite optimization

Sabach, S. & Teboulle, M., 2019, Processing, Analyzing and Learning of Images, Shapes, and Forms: Part 2. Kimmel, R. & Tai, X-C. (eds.). p. 401-436 36 p. (Handbook of Numerical Analysis; vol. 20).

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

9 Scopus citations

Metacognition: Monitoring and controlling one’s own knowledge, reasoning, and decisions

Fiedler, K., Ackerman, R. & SCARAMPI, CHIARA., 2019, The psychology of human thought: : An introduction. p. 89-111

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

On the role of reinforcement learning in experimental games: The cognitive game-theoretic approach

Erev, I. & Roth, A. E., 1 Jan 2019, Games and Human Behavior: Essays in Honor of Amnon Rapoport. p. 53-77 25 p.

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

2 Scopus citations

Practices of Agile Educational Environments: Analysis from the Perspective of the Public, Private, and Third Sectors

Hazzan, O. & Dubinsky, Y., 2019, Agile and Lean Concepts for Teaching and Learning. p. 47-61 15 p.

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

SATISFICING, META- REASONING, AND THE RATIONALITY OF FURTHER DELIBERATION

Ackerman, R., Douven, I., Elqayam, S. & Teodorescu, K., 1 Jan 2019, Logic and Uncertainty in the Human Mind: A Tribute to David E. Over. p. 10-26 17 p.

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

5 Scopus citations

The psychological and economical perspective on human decisions in social and interactive contexts

Zwick, R., Erev, I. & Budescu, D., 1 Jan 2019, Games and Human Behavior: Essays in Honor of Amnon Rapoport. p. 3-20 18 p.

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

2 Scopus citations

"Touchscreen Assessment Tool" (TATOO), an Assessment Tool Based on the Expanded Conceptual Model of Frailty

Danial-Saad, A., Chiari, L., Benvenisti, Y., Laufer, S. & Elboim-Gabyzon, M., 2019, Enhanced Living Environments - Algorithms, Architectures, Platforms, and Systems. Ganchev, I., Garcia, N. M., Dobre, C., Mavromoustakis, C. X. & Goleva, R. (eds.). Vol. 11369. p. 96-107 12 p. (Lecture Notes in Computer Science).

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

3 Scopus citations

Uncertainty in Streams

Gal, A. & Rivetti, N., 2019, Encyclopedia of Big Data Technologies. Sakr, S. & Zomaya, A. Y. (eds.).

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

Understanding the crime-terrorism nexus through a dynamic modelling approach

Huber, F., Jäger, B., Erev, I., Cohen, D., Bianchi, S. & Bonfanti, M. E., 5 Sep 2019, Organized Crime and Terrorist Networks. p. 117-140 24 p.

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

2018

Cognitive processes and digital reading

Wylie-Rosett, J., Thomson, J., H. T. Leppänen, P., Ackerman, R., Kanniainen, L. & Prieler, T., 2018, Learning to Read in a Digital World. Barzillai, M., Thomson, J., Schroeder, S. & van den Broek, P. (eds.). p. 57–90

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

Fusion-Based Process Discovery

Dahari, Y., Gal, A., Senderovich, A. & Weidlich, M., 2018, ADVANCED INFORMATION SYSTEMS ENGINEERING, CAISE 2018. Krogstie, J. & Reijers, H. A. (eds.). Vol. 10816. p. 291-307 17 p. (Lecture Notes in Computer Science).

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

4 Scopus citations

How Much Event Data Is Enough? A Statistical Framework for Process Discovery

Bauer, M., Senderovich, A., Gal, A., Grunske, L. & Weidlich, M., 2018, ADVANCED INFORMATION SYSTEMS ENGINEERING, CAISE 2018. Krogstie, J. & Reijers, H. A. (eds.). Vol. 10816. p. 239-256 18 p. (Lecture Notes in Computer Science).

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

23 Scopus citations

Standardization and innovation: A multipriority approach

Naveh, E., 26 Oct 2018, Enterprise Interoperability: Smart Services and Business Impact of Enterprise Interoperability. p. 125-130 6 p.

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

1 Scopus citations

Study-Work Conflict in Science and Engineering Higher Education

Levontin, L. & Hazzan, O., 2018, Stanford Tomorrow's Professor Postings. 1674

Research output: Chapter in Book/Report/Conference proceeding › Chapter

השוואה בין הבנת הנקרא של טקסט מודפס להבנת טקסט דיגיטלי: מחקר מטה-אנליזה

בן-יהודה, ג., אקרמן, ר., דלגדו, פ., וארגס, ק. & סאלמרון, ל., 2018, האדם הלומד בעידן הטכנולוגי: כנס צ'ייס למחקרי טכנולוגיות למידה (קובץ). p. 13 (2018), 39ע-34ע 22 p.

Research output: Chapter in Book/Report/Conference proceeding › Chapter

2017

Instance-Based Process Matching Using Event-Log Information

van der Aa, H., Gal, A., Leopold, H., Reijers, H. A., Sagi, T. & Shraga, R., 2017, ADVANCED INFORMATION SYSTEMS ENGINEERING (CAISE 2017). Dubois, E. & Pohl, K. (eds.). Vol. 10253. p. 283-297 15 p. (Lecture Notes in Computer Science).

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

15 Scopus citations

It won't happen to me: The behavioral impact of extreme risks 1

Ert, E. & Erev, I., 2017, Risk in Extreme Environments. p. 111-128 18 p.

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

Meta-Reasoning: Shedding metacognitive light on reasoning research

Ackerman, R. & Thompson, V. A., 14 Nov 2017, International Handbook of Thinking and Reasoning. p. 1-15 15 p.

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

28 Scopus citations

Meta-Reasoning: Shedding meta-cognitive light on reasoning research

Ackerman, R. & Thompson, V. A., 2017, The Routledge International Handbook of Thinking & Reasoning. p. 1-15 15 p.

Research output: Chapter in Book/Report/Conference proceeding › Chapter

2016

Algorithmic Mechanism Design

Lavi, R., 2016, Encyclopedia of Algorithms. p. 37-48 12 p.

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

Analysis of jumps of superprocesses

Mytnik, L. & Wachtel, V., 2016, SpringerBriefs in Probability and Mathematical Statistics. p. 25-32 8 p. (SpringerBriefs in Probability and Mathematical Statistics).

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

Comparative analysis of approximate blocking techniques for entity resolution

Papadakis, G., Svirsky, J., Gal, A. & Palpanas, T., 2016, Proceedings of the VLDB Endowment. 9 ed. p. 684-695 12 p. (Proceedings of the VLDB Endowment; vol. 9, no. 9).

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

116 Scopus citations

Dichotomy for densities

Mytnik, L. & Wachtel, V., 2016, SpringerBriefs in Probability and Mathematical Statistics. p. 33-37 5 p. (SpringerBriefs in Probability and Mathematical Statistics).

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

Discovering Queues from Event Logs with Varying Levels of Information

Senderovich, A., Leemans, S. J. J., Harel, S., Gal, A., Mandelbaum, A. & van der Aalst, W. M. P., 2016, BUSINESS PROCESS MANAGEMENT WORKSHOPS, (BPM 2015). Reichert, M. & Reijers, H. A. (eds.). Vol. 256. p. 154-166 13 p. (Lecture Notes in Business Information Processing).

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

19 Scopus citations

Elements of the proof of Theorem 1.5 and Proposition 1.6

Mytnik, L. & Wachtel, V., 2016, SpringerBriefs in Probability and Mathematical Statistics. p. 53-66 14 p. (SpringerBriefs in Probability and Mathematical Statistics).

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

Embedded Risks and Challenges of Modern Health Care and the Urgent Call for Proactive Human Factors

Gopher, D. & Donchin, Y., 1 Jan 2016, Handbook of Human Factors and Ergonomics in Health Care and Patient Safety, Second Edition. p. 27-42 16 p.

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

INSIGHT: Dynamic Traffic Management Using Heterogeneous Urban Data: Dynamic traffic management using heterogeneous urban data

Panagiotou, N., Zygouras, N., Katakis, I., Gunopulos, D., Zacheilas, N., Boutsis, I., Kalogeraki, V., Lynch, S., O'Brien, B., Kinane, D., Marecek, J., Yu, J. Y., Verago, R., Daly, E., Piatkowski, N., Liebig, T., Bockermann, C., Morik, K., Schnitzler, F., Weidlich, M., & 8 othersGal, A., Mannor, S., Stange, H., Halft, W., Andrienko, G., O’Brien, B., Mareček, J. & Shie, M., 2016, MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES, ECML PKDD 2016, PT III. Bringmann, B., Fromont, E., Tatti, N., Tresp, V., Miettinen, P., Berendt, B. & Garriga, G. (eds.). Vol. 9853. p. 22-26 5 p. (Lecture Notes in Artificial Intelligence).

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

2 Scopus citations

Introduction, main results, and discussion

Mytnik, L. & Wachtel, V., 2016, SpringerBriefs in Probability and Mathematical Statistics. p. 1-8 8 p. (SpringerBriefs in Probability and Mathematical Statistics).

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

Looking backward and forward on hindsight bias.

Ackerman, R., Bernstein, D. M., Aßfalg, A. & Kumar, R., 1 Jan 2016, The Oxford handbook of metamemory.. Dunlosky, J. & Tauber, S. K. (eds.). New York, NY, p. 289-304 16 p. (Oxford library of psychology).

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

Methylphenidate and Cognitive Performance

Yechiam, E. & Agay, N., 1 Jan 2016, Neuropathology of Drug Addictions and Substance Misuse Volume 3: General Processes and Mechanisms, Prescription Medications, Caffeine and Areca, Polydrug Misuse, Emerging Addictions and Non-Drug Addictions. Vol. 3. p. 682-691 10 p.

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

1 Scopus citations

Some simple properties of (2, d, β)-superprocesses

Mytnik, L. & Wachtel, V., 2016, SpringerBriefs in Probability and Mathematical Statistics. p. 17-23 7 p. (SpringerBriefs in Probability and Mathematical Statistics).

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

Data and Decision Sciences

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