Academic Publications
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. From physical to social interactions: The relative entropy model, Y Neuman, D Vilenchik, Y Cohen, Scientific reports 10 (1), 1-8 (2020)
27. Short-term prediction through ordinal patterns, Y Neuman, Y Cohen, B Tamir, Royal Society open science 8 (1), 201011 (2021)
28. Max Entropy through Natural Interactions, Y Neuman, Y Cohen, MDPI (2021)
29. Extreme Rare Events Identification Through Jaynes Inferential Approach, Yair Neuman, Yochai Cohen, and Eden Erez, Big Data (2021)