Data and Decision Sciences

Research output

Research output per year 1969 2005 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024

• 1734 Article
• 824 Conference contribution
• 127 Chapter
• 101 Conference article
• 302 More
  • 76 Paper
  • 36 Editorial
  • 34 Review article
  • 32 Book
  • 26 Working paper
  • 22 Comment/debate
  • 21 Anthology
  • 17 Other contribution
  • 9 Letter
  • 7 Report
  • 6 Other
  • 6 Meeting Abstract
  • 6 Preprint
  • 2 Patent
  • 1 Foreword/postscript
  • 1 Short survey

Research output per year

Research output per year

Search results

• 2024

  A population's feasible posterior beliefs

  Arieli, I. & Babichenko, Y., Jan 2024, In: Journal of Economic Theory. 215, 105764.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Bayesian 100%
  • Symmetric Product 50%
  • Product Distribution 50%
  2 Scopus citations

• 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

  • Decision Process 100%
  • World Government 100%
  • Methods Evaluation 100%

• Asymptotic behavior of Markov complexity

  Onn, S., Thoma, A. & Vladoiu, M., Jun 2024, In: Journal of Pure and Applied Algebra. 228, 6, 107589.

  Research output: Contribution to journal › Article › peer-review

  • Integer 100%
  • Asymptotic Behavior 100%
  • Matrix (Mathematics) 100%
  • Absolute Value 100%

• Automatic performance evaluation of the intracorporeal suture exercise

  Halperin, L., Sroka, G., Zuckerman, I. & Laufer, S., Jan 2024, In: International journal of computer assisted radiology and surgery. 19, 1, p. 83-86 4 p.

  Research output: Contribution to journal › Article › peer-review

  • Performance Evaluation 100%
  • Deep Learning 100%
  • Performance Metric 50%
  • Algorithm Performance 50%
  • Image Segmentation 50%

• Behavioral economics enhancers

  Yechiam, E., 2024, In: Judgment and Decision Making. 19, e12.

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

  Open Access

  • Behavioral Economics 100%
  • Meta-Analysis 40%
  • Cognitive Performance 20%
  • Judgment Bias 20%

• 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

  • Big Data 100%
  • Decision Research 100%
  • Big Data Technology 100%
  • Personal Data 100%
  • Laws and Regulation 100%
  1 Scopus citations

• Cognitive modelling of concepts in the mental lexicon with multilayer networks: Insights, advancements, and future challenges

  Stella, M., Citraro, S., Rossetti, G., Marinazzo, D., Kenett, Y. N. & Vitevitch, M. S., 2024, (Accepted/In press) In: Psychonomic Bulletin and Review.

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

  Open Access

  • Cognitive Process 100%
  • Cognitive Modeling 100%
  • Psycholinguistics 100%
  • Lexical Access 100%
  • Cognitive Knowledge 100%
  1 Scopus citations

• DECENTRALIZED LOW-STRETCH TREES VIA LOW DIAMETER GRAPH DECOMPOSITIONS

  Becker, R., Emek, Y., Ghaffari, M. & Lenzen, C., 2024, In: SIAM Journal on Computing. 53, 2, p. 247-286 40 p.

  Research output: Contribution to journal › Article › peer-review

  • Edge 100%
  • Shortest Path Computation 100%
  • Approximates 66%
  • Polynomial 33%
  • Probability Theory 33%

• Efficient Online Crowdsourcing with Complex Annotations

  Meir, R., Nguyen, V. A., Chen, X., Ramakrishnan, J. & Weinsberg, U., 25 Mar 2024, In: Proceedings of the AAAI Conference on Artificial Intelligence. 38, 9, p. 10119-10127 9 p.

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

  Open Access

  • Annotation 100%
  • on-line algorithm 16%
  • Crowdsourcing Platform 16%

• EPTAS for parallel identical machine scheduling with time restrictions

  Jaykrishnan, G. & Levin, A., Mar 2024, In: Journal of Combinatorial Optimization. 47, 2, 10.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Constant Value 100%
  • time interval τ 50%
  • Unit Length 50%

• Evaluating the heterogeneous effect of extended culture to blastocyst transfer on the implantation outcome via causal inference in fresh ICSI cycles

  Kan-Tor, Y., Srebnik, N., Gavish, M., Shalit, U. & Buxboim, A., 2024, (Accepted/In press) In: Journal of Assisted Reproduction and Genetics.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Blastocyst 100%
  • Reproduction 20%
  • Embryo Transfer 20%
  • Nidation 20%

• Explaining Reinforcement Learning Agents through Counterfactual Action Outcomes

  Amitai, Y., Septon, Y. & Amir, O., 25 Mar 2024, In: Proceedings of the AAAI Conference on Artificial Intelligence. 38, 9, p. 10003-10011 9 p.

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

  Open Access

  • Reinforcement Learning 100%
  • Learning Agent 100%
  • Benefits 100%
  • And-States 50%
  • Decision-Making 50%

• Initial judgment of solvability: integrating prior expectations with experience-based heuristic cues

  Lauterman, T. & Ackerman, R., 2024, In: Thinking and Reasoning. 30, 1, p. 135-168 34 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Expectations 100%
  • Judgement 100%
  1 Scopus citations

• Lean Management and Innovation - A Paradox? Reinventing the Role of Problem-Solving Within Organizations

  Katz-Navon, T., Naveh, E. & Ebenstein-Ziv, N., 2024, In: IEEE Transactions on Engineering Management. 71, p. 7669-7680 12 p.

  Research output: Contribution to journal › Article › peer-review

  • Waste Reduction 100%
  • Risk-Taking 100%
  • Resource Efficiency 20%
  • Eco-Efficiency 20%

• Model-Guided Synthesis for LTL over Finite Traces

  Xiao, S., Li, Y., Huang, X., Xu, Y., Li, J., Pu, G., Strichman, O. & Vardi, M. Y., 2024, Verification, Model Checking, and Abstract Interpretation - 25th International Conference, VMCAI 2024, Proceedings. Dimitrova, R., Lahav, O. & Wolff, S. (eds.). p. 186-207 22 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14499 LNCS).

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

  • Winning Strategy 100%
  • Automaton 50%
  • Current-State 25%
  • Synthesis Algorithm 25%
  • Linear Temporal Logic 25%

• Near-maxima of the two-dimensional discrete Gaussian free field

  Biskup, M., Gufler, S. & Louidor, O., Feb 2024, In: Annales de l'institut Henri Poincare (B) Probability and Statistics. 60, 1, p. 281-311 31 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Gaussian Distribution 100%
  • Extremal 100%
  • Coincides 25%
  • Lattices 25%
  • Statistics 25%

• ON THE COMING DOWN FROM INFINITY OF COALESCING BROWNIAN MOTIONS

  Barnes, C., Mytnik, L. & Sun, Z., Jan 2024, In: Annals of Statistics. 52, 1, p. 67-92 26 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Number 100%
  • Necessary and Sufficient Condition 100%
  • Real Line 100%
  • Initial Configuration 100%
  • Brownian Motion 100%

• Opting Out as an Untapped Resource in Instructional Design: Review and Implications

  Sidi, Y. & Ackerman, R., Jun 2024, In: Educational Psychology Review. 36, 2, 41.

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

  Open Access

  • Instructional Design 100%
  • Skill Acquisition 100%
  • Cognitive Load Theory 100%
  • Practitioners 100%
  • Professional Occupations 33%

• Palestinians and Israelis believe the other's God encourages intergroup benevolence: A case of positive intergroup meta-perceptions

  Shackleford, C. M., Pasek, M. H., Vishkin, A. & Ginges, J., Jan 2024, In: Journal of Experimental Social Psychology. 110, 104551.

  Research output: Contribution to journal › Article › peer-review

  • Religious Belief 100%
  • Intergroup Relations 50%
  • Preregistered 50%

• Principal-Agent Reward Shaping in MDPs

  Ben-Porat, O., Mansour, Y., Moshkovitz, M. & Taitler, B., 25 Mar 2024, In: Proceedings of the AAAI Conference on Artificial Intelligence. 38, 9, p. 9502-9510 9 p.

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

  Open Access

  • Principal-Agent 100%

• Protect our environment from information overload

  Hołyst, J. A., Mayr, P., Thelwall, M., Frommholz, I., Havlin, S., Sela, A., Kenett, Y. N., Helic, D., Rehar, A., Maček, S. R., Kazienko, P., Kajdanowicz, T., Biecek, P., Szymanski, B. K. & Sienkiewicz, J., 2024, (Accepted/In press) In: Nature Human Behaviour.

  Research output: Contribution to journal › Letter › peer-review

• Public health-focused use of COVID-19 rapid antigen and PCR tests

  Woodbridge, Y., Goldberg, Y., Amit, S., Kopelman, N. M., Mandel, M. & Huppert, A., Dec 2024, In: Scientific Reports. 14, 1, 1430.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Covariate 100%
  • Odds Ratio 100%
  • False Negative 100%
  • Natural Solution 100%
  • Detection Probability 100%

• Scheduling with cardinality dependent unavailability periods

  Jaykrishnan, G. & Levin, A., 2024, (Accepted/In press) In: European Journal of Operational Research.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Cardinality 100%
  • Scheduling Problem 50%
  • Dual Problem 50%
  • Feasible Schedule 50%
  • Preemptive Scheduling 50%

• Selecting intervals to optimize the design of observational studies subject to fine balance constraints

  Levin, A., Apr 2024, In: Journal of Combinatorial Optimization. 47, 3, 33.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Covariate 100%
  • Number 50%
  • Polynomial Time 50%

• Sensor-Based Discovery of Search and Palpation Modes in the Clinical Breast Examination

  Laufer, S., Klatzky, R. L. & Pugh, C. M., 1 Apr 2024, In: Academic Medicine. 99, 4, p. S89-S94

  Research output: Contribution to journal › Article › peer-review

  • Educational Organization 100%
  • Technological Change 100%
  • Adoption 100%
  • Performance Feedback 100%
  • Palpation 100%
  1 Scopus citations

• Shortening the Alzheimer's Disease Assessment Scale Cognitive Subscale

  Levine, S. Z., Goldberg, Y., Rotstein, A., Samara, M., Yoshida, K., Cipriani, A., Iwatsubo, T., Leucht, S. & Furawaka, T. A., 2024, (Accepted/In press) In: European Psychiatry.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Alzheimer Disease 100%
  • Alzheimer's Disease 100%
  • Placebo 45%
  • Donepezil 36%
  • Clinical Trial 9%

• Surgery Duration Prediction using Multitask Feature Selection

  Azriel, D., Rinott, Y., Tal, O., Abbou, B. & Rappoport, N., 2024, (Accepted/In press) In: IEEE Journal of Biomedical and Health Informatics. p. 1-9 9 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Feature Selection 100%
  • Operation Room 100%
  • Operation Duration 100%
  • Regression Task 66%
  • Surgeon 60%

• Taking Stock of the Evidence for the Gender-Equality Paradox in Gendered Names: A Reply to Berggren (2023) with New Data

  Vishkin, A., Mar 2024, In: Social Psychological and Personality Science. 15, 2, p. 245-249 5 p.

  Research output: Contribution to journal › Article › peer-review

  • Gender Equality 100%
  • Inventory Accounting 100%
  • Historical Development 33%

• Technical Note—Incomplete Information VCG Contracts for Common Agency

  Alon, T., Talgam-Cohen, I., Lavi, R. & Shamash, E., 1 Jan 2024, In: Operations Research. 72, 1, p. 288-299 12 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Polynomial Time 100%
  • Incomplete Information 100%
  • Welfare 100%
  • Main Result 50%
  • Payment Scheme 20%

• The ethics of suicide research online: a consensual protocol for crowdsourcing-based studies on suicide

  Ophir, Y., Amichai Hamburger, Y., Brunstein Klomek, A., Levi-Belz, Y., Hadlaczky, G., Yom-Tov, E. & Zalsman, G., Dec 2024, In: Humanities and Social Sciences Communications. 11, 1, 92.

  Research output: Contribution to journal › Comment/debate

  Open Access

• The impact of experience on the tendency to accept recommended defaults

  Roth, Y., Waldman, G. M. & Erev, I., 2024, In: Judgment and Decision Making. 19, e6.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Preregistered 100%

• The Near Exact Bin Covering Problem

  Levin, A., 2024, (Accepted/In press) In: Algorithmica.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Covering Problem 100%
  • Number 50%
  • Asymptotics 50%
  • Positive Constant 50%
  • NP-hard Problem 50%

• The Role of Knowledge in Creative Thinking

  Kenett, Y. N., 2024, (Accepted/In press) In: Creativity Research Journal.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Semantic Memory 100%
  • Creative Thinking 100%
  • Propelling 33%
  • Natural Language Processing 33%

• The role of semantic memory networks in crystallized intelligence and creative thinking ability

  Li, Y., Beaty, R. E., Luchini, S., Hu, W. & Kenett, Y. N., Apr 2024, In: Learning and Individual Differences. 111, 102426.

  Research output: Contribution to journal › Article › peer-review

  • Semantic Memory 100%
  • Creative Thinking 100%
  • Memory Network 100%
  • Domain Knowledge 14%

• The trajectories of online mental health information seeking: Modeling search behavior before and after completion of self-report screens

  Lekkas, D., Yom-Tov, E., Heinz, M. V., Gyorda, J. A., Nguyen, T., Barr, P. J. & Jacobson, N. C., Aug 2024, In: Computers in Human Behavior. 157, 108267.

  Research output: Contribution to journal › Article › peer-review

  • Mental Health 100%
  • Self-Report 100%
  • Information Seeking 100%
  • Behavior (Neuroscience) 100%
  • Self Report 100%

• Towards an autonomous clinical decision support system

  Gershov, S., Raz, A., Karpas, E. & Laufer, S., 1 Jan 2024, In: Engineering Applications of Artificial Intelligence. 127, Part A, 107215.

  Research output: Contribution to journal › Article › peer-review

  • Decision-Making 100%
  • Decision-Making Process 100%
  • Epinephrine 100%
  • Clinical Decision Support System 100%
  • Decision Making 100%
  2 Scopus citations
• 2023

  A compassion-centric behavioral agency perspective for organizations in times of crisis

  Glover, W. J., Lei, Z. & Naveh, E., 1 Sep 2023, In: Business Horizons. 66, 5, p. 599-613 15 p.

  Research output: Contribution to journal › Article › peer-review

  • COVID 19 Epidemic 100%
  • Basic Needs 100%
  • Employee Well-Being 100%
  • Organizational Identity 100%
  • Competitive Advantage 100%
  1 Scopus citations

• A Data-Driven Approach to Multistage Stochastic Linear Optimization

  Bertsimas, D., Shtern, S. & Sturt, B., Jan 2023, In: Management Science. 69, 1, p. 51-74 24 p.

  Research output: Contribution to journal › Article › peer-review

  • Stochastics 100%
  • Sample Path 75%
  • Asymptotics 50%
  • Optimality 25%
  • Stochastic Process 25%
  11 Scopus citations

• Adversarial robustness via noise injection in smoothed models

  Nemcovsky, Y., Zheltonozhskii, E., Baskin, C., Chmiel, B., Bronstein, A. M. & Mendelson, A., Apr 2023, In: Applied Intelligence. 53, 8, p. 9483-9498 16 p.

  Research output: Contribution to journal › Article › peer-review

  • Number 100%
  • Regularization 100%
  • Deep Neural Network 100%
  • Black Box 100%
  • Adversarial Machine Learning 100%
  2 Scopus citations

• Aesthetic emotions are affected by context: a psychometric network analysis

  Kenett, Y. N., Cardillo, E. R., Christensen, A. P. & Chatterjee, A., Dec 2023, In: Scientific Reports. 13, 1, 20985.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Psychometrics 100%
  • Aesthetic Appeal 50%

• Affect-as-Information: Customer and Employee Affective Displays as Expeditious Predictors of Customer Satisfaction

  Ashtar, S., Yom-Tov, G. B., Rafaeli, A. & Wirtz, J., 2023, (Accepted/In press) In: Journal of Service Research.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Testing 100%
  • Variance 100%
  • Sentiment Analysis 100%
  • Customer Information 100%
  • Customer Satisfaction 100%
  1 Scopus citations

• Age Differences in Semantic Network Structure: Acquiring Knowledge Shapes Semantic Memory

  Cosgrove, A. L., Beaty, R. E., Diaz, M. T. & Kenett, Y. N., 23 Jan 2023, In: Psychology and Aging. 38, 2, p. 87-102 16 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Semantic Memory 100%
  • Memory Network 50%
  • Individual Differences 25%
  • Language Production 25%
  • Relatedness 12%
  6 Scopus citations

• AI-Based Video Segmentation: Procedural Steps or Basic Maneuvers?

  Perumalla, C., Kearse, L. D., Peven, M., Laufer, S., Goll, C., Wise, B., Yang, S. & Pugh, C., Mar 2023, In: Journal of Surgical Research. 283, p. 500-506 7 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Artificial Intelligence 100%
  • Suture 100%
  • Suture Material 100%
  • Deep Learning 66%
  • Surgical Technique 50%
  1 Scopus citations

• A Large-Scale Observational Analysis of Social Media Data Reveals Major Public Misperception of the Attainability of Drastic Weight Loss by Dieting

  Yom Tov, E. & Hochberg, I., 23 Mar 2023, In: Obesity Facts. 16, 2, p. 141-148 8 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Body Mass Index 100%
  • Social Media 100%
  • Subjective Value 100%
  • Plausibility 100%
  • Body Weight 100%
  1 Scopus citations

• Algorithms and Complexities of Matching Variants in Covariate Balancing

  Hochbaum, D. S., Levin, A. & Rao, X., 1 Sep 2023, In: Operations Research. 71, 5, p. 1800-1814 15 p.

  Research output: Contribution to journal › Article › peer-review

  • Covariate 100%
  • Polynomial Time Algorithm 100%
  • Side Constraint 50%
  • Number 33%
  • Polynomial Time 33%

• A Mirror to Human Question Asking: Analyzing the Akinator Online Question Game

  Sasson, G. & Kenett, Y. N., Mar 2023, In: Big Data and Cognitive Computing. 7, 1, 26.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Gamification 100%
  • Exploratory 100%
  • Exploratory Data Analysis 100%
  • Online Game 50%
  • Critical Aspect 50%
  3 Scopus citations

• An Adaptive Lagrangian-Based Scheme for Nonconvex Composite Optimization

  Hallak, N. & Teboulle, M., 2023, In: Mathematics of Operations Research. 48, 4, p. 2337-2352 16 p.

  Research output: Contribution to journal › Article › peer-review

  • Lagrangian 100%
  • Critical Point 100%
  • Linear Models 50%
  • Type Method 50%
  • Bounded Sequence 50%

• An adaptive robust optimization model for parallel machine scheduling

  Cohen, I., Postek, K. & Shtern, S., 1 Apr 2023, In: European Journal of Operational Research. 306, 1, p. 83-104 22 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Minimizes 100%
  • Integer 100%
  • Worst Case 100%
  • Numerical Analysis 100%
  • Linear Programming 100%
  6 Scopus citations

• An asymptotic perspective on risk pooling: Limitations and relationship to transshipments

  Herer, Y. T. & Yücesan, E., 2023, In: IISE Transactions. 55, 6, p. 629-643 15 p.

  Research output: Contribution to journal › Article › peer-review

  • Asymptotics 100%
  • Total Cost 100%
  • Support Analysis 100%
  • Individual Characteristic 100%
  • Centralized System 100%
  1 Scopus citations

• An Elementary Proof for the Double Bubble Problem in ℓ¹ Norm

  Duncan, P., O’Dwyer, R. & Procaccia, E. B., Jan 2023, In: Journal of Geometric Analysis. 33, 1, 31.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Minimizing 100%
  • Parameter 50%
  3 Scopus citations