Are artificial neural networks white boxes? - Eyal Kolman; Michael Margaliot (IEEE Trans. Neural Networks, 2005)

Knowledge Extraction From Neural Networks Using the All-Permutations Fuzzy Rule Base: The LED Display Recognition Problem. - Eyal Kolman; Michael Margaliot (IEEE Trans. Neural Networks, 2007)

A New Approach to Knowledge-Based Design of Recurrent Neural Networks. - Eyal Kolman; Michael Margaliot (IEEE Trans. Neural Networks, 2008)

Knowledge-based neurocomputing: a fuzzy logic approach - Eyal Kolman (2008)

Knowledge-Based Neurocomputing: A Fuzzy Logic Approach - Eyal Kolman; Michael Margaliot (Springer, 2009)

Extracting symbolic knowledge from recurrent neural networks - A fuzzy logic approach. - Eyal Kolman; Michael Margaliot (Fuzzy Sets Syst., 2009)

IP2User - Identifying the Username of an IP Address in Network-Related Events. - Asaf Shabtai; Idan Morad; Eyal Kolman; Ereli Eran; Alex Vaystikh; Eyal Gruss; Lior Rokach; Yuval Elovici (BigData Congress, 2013)

Securely Computing a Ground Speed Model. - Eyal Kolman; Benny Pinkas (ACM Trans. Intell. Syst. Technol., 2017)

Automatic Rephrasing of Transcripts-based Action Items. - Amir Cohen; Amir Kantor; Sagi Hilleli; Eyal Kolman (ACL/IJCNLP (Findings), 2021)

MeeQA: Natural Questions in Meeting Transcripts. - Reut Apel; Tom Braude; Amir Kantor; Eyal Kolman (CoRR, 2023)