Academic publications
1. Neuman, Y., Kedma, G., Cohen, Y., & Nave, O. (2010, August). Using web-intelligence for excavating the emerging meaning of target-concepts. In Web Intelligence and Intelligent Agent Technology (WI-IAT), 2010 IEEE/WIC/ACM International Conference on (Vol. 1, pp. 22-25). IEEE.
2. Turney, P. D., Neuman, Y., Assaf, D., & Cohen, Y. (2011). Literal and metaphorical sense identification through concrete and abstract context. In Proceedings of the 2011 Conference on the Empirical Methods in Natural Language Processing (pp. 680-690).
3. Neuman, Y., Assaf, D., & Cohen, Y. (2012). A novel methodology for identifying emerging themes in small group dynamics. Bulletin of the Menninger Clinic, 76(1), 53.
4. Neuman, Y., Assaf, D., & Cohen, Y. (2013). Fusing distributional and experiential information for measuring semantic relatedness. Information Fusion, 14(3), 281-287.
5. Neuman, Y., Turney, P., & Cohen, Y. (2012). How language enables abstraction: A study in computational cultural psychology. Integrative Psychological and Behavioral Science, 46(2), 129-145.
6. Neuman, Y., Cohen, Y., Bekerman, Z., & Nave, O. (2012). A generic method for measuring the potential number of structure‐preserving transformations. Complexity, 18(1), 26-37.
7. Neuman, Y., Cohen, Y., Assaf, D., & Kedma, G. (2012). Proactive screening for depression through metaphorical and automatic text analysis. Artificial intelligence in medicine, 56(1), 19-25.
8. Assaf, D., Neuman, Y., Cohen, Y., Argamon, S., Howard, N., Last, M., Frieder, O. and Koppel, M., 2013, April. Why “dark thoughts” aren't really dark: A novel algorithm for metaphor identification. In Computational Intelligence, Cognitive Algorithms, Mind, and Brain (CCMB), 2013 IEEE Symposium on (pp. 60-65). IEEE.
9. Neuman, Y., Assaf, D., & Cohen, Y. (2013, April). A cognitively motivated word sense induction algorithm. In Computational Intelligence, Cognitive Algorithms, Mind, and Brain (CCMB), 2013 IEEE Symposium on (pp. 66-72). IEEE.
10. Neuman, Y., Assaf, D., Cohen, Y., Last, M., Argamon, S., Howard, N., & Frieder, O. (2013). Metaphor identification in large texts corpora. PloS one,8(4), e62343.
11. Neuman, Y., Assaf, D., & Cohen, Y. (2013). Fusing distributional and experiential information for measuring semantic relatedness. Information Fusion, 14(3), 281-287.
12. Neuman, Y., Marwan, N., & Cohen, Y. (2014). Change in the Embedding Dimension as an Indicator of an Approaching Transition. PLoS ONE, 9(6).
13 Neuman, Y., & Cohen, Y. (2014). A vectorial semantics approach to personality assessment. Scientific reports, 4, 4761.
14. Neuman, Y., Cohen, Y., & Assaf, D. (2015). How do we understand the meaning of connotations? A cognitive computational model. Semiotica, 2015(205), 1-16.
15. Neuman, Y., Assaf, D., Cohen, Y., & Knoll, J. L. (2015). Profiling school shooters: automatic text-based analysis. Frontiers in psychiatry, 6.
16. Y Neuman, Y Cohen, G Shahar, A Novel Computer-Assisted Personality Profiling Methodology: Illustrating Psychological Analysis via Former Egyptian President Morsi's Speech to the United Nations, American Intelligence Journal 32 (1), 136-145
17. Neuman, Y., Perlovsky, L., Cohen, Y., & Livshits, D. (2015). The personality of music genres. Psychology of Music, 1, 14.
18. Assaf, D., Cohen, Y., Danesi, M., & Neuman, Y. (2015). Opposition theory and computational semiotics. Sign Systems Studies, 43(2/3), 159-172.
19. Y Neuman, Y Cohen, A Novel Methodology for Automatically Measuring Psychological Dimensions in Textual Data, The Computer Journal 59 (9), 1408-1414
20. Y Neuman, Y Neuman, Y Cohen, A novel procedure for measuring semantic synergy, Complexity 2017
21. Y Neuman, H Hames, Y Cohen, An information-based procedure for measuring semantic change in historical data, Measurement 105, 130-135
22. Y Neuman, Y Cohen, N Israeli, B Tamir, A proposed methodology for studying the historical trajectory of words’ meaning through Tsallis entropy, Physica A: Statistical Mechanics and its Applications 492, 804-813
23. Y Neuman, N Israeli, D Vilenchik, Y Cohen, The Adaptive Behavior of a Soccer Team: An Entropy-Based Analysis, Entropy 20 (10), 758
24. Y Neuman, D Noble, Y Cohen, Is the whole different from the sum of its parts? A proposed procedure for measuring divergence from additivity, International Journal of General Systems 47 (7), 665-678
25. Y Neuman, Y Cohen, Y Neuman, How to (better) find a perpetrator in a haystack, Journal of Big Data 6 (1), 9
26. Neuman, Y., Vilenchik, D., & Cohen, Y. (2020). From physical to social interactions: The relative entropy model. Scientific Reports, 10(1), 1565.
27. Neuman, Y., Cohen, Y., & Tamir, B. (2021). Short-term prediction through ordinal patterns. Royal Society Open Science, 8(1), 201011.
28. Neuman, Y.; Cohen, Y. Max Entropy through Natural Interactions, in Proceedings of the Entropy 2021: The Scientific Tool of the 21st Century, 5–7 May 2021, MDPI: Basel, Switzerland, doi:10.3390/Entropy2021-09852
29. Neuman, Y., Cohen, Y., & Erez, E. (2021). Extreme Rare Events Identification Through Jaynes Inferential Approach. Big Data, 9(6), 417-426.
30. Neuman, Y., & Cohen, Y. (2022). Predicting change in emotion through ordinal patterns and simple symbolic expressions. Mathematics, 10(13), 2253.
31. Neuman, Y., & Cohen, Y. (2023). AI for identifying social norm violation. Scientific Reports, 13(1), 8103.
32. Neuman, Y., & Cohen, Y. (2023, June). A Permutation-Based Mathematical Heuristic for Buy-Low-Sell-High. In Computer Sciences & Mathematics Forum (Vol. 7, No. 1, p. 8). MDPI.
33. Neuman, Y., & Cohen, Y. (2023). Unveiling herd behavior in financial markets. Journal of Statistical Mechanics: Theory and Experiment, 2023(8), 083407.
34. Neuman, Y., & Cohen, Y. (2023). A dataset of 10,000 situations for research in computational social sciences psychology and the humanities. Scientific data, 10(1), 505.
35. Neuman, Y., Cohen, Y., & Yin, W. (2023). Identifying social norm violation in movie plots: from Borat to American Pie. Digital Scholarship in the Humanities, 38(4), 1636-1645.
36. Neuman, Y., & Cohen, Y. (2024). A Data Set of Synthetic Utterances for Computational Personality Analysis. Scientific data, 11(1), 623.
37. Neuman, Y., & Cohen, Y. (2024). Identifying power relationships in conversations: the case of Pygmalion. Digital Scholarship in the Humanities, 39(4), 1112-1122.
38. Neuman, Y., & Cohen, Y. (2025). Boltzmann-Informed Probabilities. arXiv preprint arXiv:2505.21543.
39. Neuman, Y., & Cohen, Y. (2025). A Minimalist Physics-Informed Model for Predicting Extreme Conflict Fatalities. arXiv preprint arXiv:2507.11576.
40. Neuman, Y., Cohen, Y., & Neuman, Y. (2025). A Virtual Patients Ensemble Approach for Predicting Surgical Complications. medRxiv, 2025-09.