Gonen Singer

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 24

Top Topics

Inventory Management

Ordinal Classification

Top Venues

Eng. Appl. Artif. Intell.

Expert Syst. Appl.

Ann. Oper. Res.

Publications

David Levin, Gonen Singer
GB-AFS: graph-based automatic feature selection for multi-class classification via Mean Simplified Silhouette. J. Big Data 11 (1) (2024)
Lior Rabkin, Ilan Cohen, Gonen Singer
Resource allocation in ordinal classification problems: A prescriptive framework utilizing machine learning and mathematical programming. Eng. Appl. Artif. Intell. 132 (2024)
Ohad Volk, Gonen Singer
An adaptive cost-sensitive learning approach in neural networks to minimize local training-test class distributions mismatch. Intell. Syst. Appl. 21 (2024)
Rotem Haba, Gonen Singer, Sara Naftali, Mordechai R. Kramer, Anat Ratnovsky
A remote and personalised novel approach for monitoring asthma severity levels from EEG signals utilizing classification algorithms. Expert Syst. Appl. 223 (2023)
David Levin, Gonen Singer
Graph-Based Automatic Feature Selection for Multi-Class Classification via Mean Simplified Silhouette. CoRR (2023)
Shir Friedman, Gonen Singer, Neta Rabin
Graph-based Extreme Feature Selection for Multi-class Classification Tasks. CoRR (2023)
Ohad Volk, Anat Ratnovsky, Sara Naftali, Gonen Singer
Classification of tracheal stenosis with asymmetric misclassification errors from EMG signals using an adaptive cost-sensitive learning method. Biomed. Signal Process. Control. 85 (2023)
Eugene Khmelnitsky, Gonen Singer
Optimal Real Estate Pricing and Offer Acceptance Strategy. IEEE Access 11 (2023)
Danit Shifman Abukasis, Izack Cohen, Kejun Huang, Xiaochen Xian, Gonen Singer
An adaptive machine learning algorithm for the resource-constrained classification problem. Eng. Appl. Artif. Intell. 119 (2023)
Gonen Singer, Maya Golan, Rachel Shiff, Dvir Kleper
Evaluating the Effectiveness of Accommodations Given to Students With Learning Impairments: Ordinal and Interpretable Machine-Learning-Based Methodology. IEEE Trans. Learn. Technol. 15 (6) (2022)
Danit Shifman Abukasis, Izack Cohen, Xiaochen Xian, Kejun Huang, Gonen Singer
Adaptive Learning for the Resource-Constrained Classification Problem. CoRR (2022)
Hila Chalutz Ben-Gal, Iris A. Forma, Gonen Singer
A flexible employee recruitment and compensation model: A bi-level optimization approach. Comput. Ind. Eng. 165 (2022)
Yuval Cohen, Gonen Singer
A smart process controller framework for Industry 4.0 settings. J. Intell. Manuf. 32 (7) (2021)
Ohad Volk, Gonen Singer
Adaptive Cost-Sensitive Learning in Neural Networks for Misclassification Cost Problems. CoRR (2021)
Gonen Singer, Yuval Cohen
A framework for smart control using machine-learning modeling for processes with closed-loop control in Industry 4.0. Eng. Appl. Artif. Intell. 102 (2021)
Gonen Singer, Maya Golan
Applying data mining algorithms to encourage mental health disclosure in the workplace. Int. J. Bus. Inf. Syst. 36 (4) (2021)
Gonen Singer, Anat Ratnovsky, Sara Naftali
Classification of severity of trachea stenosis from EEG signals using ordinal decision-tree based algorithms and ensemble-based ordinal and non-ordinal algorithms. Expert Syst. Appl. 173 (2021)
Gonen Singer, Izack Cohen
An Objective-Based Entropy Approach for Interpretable Decision Tree Models in Support of Human Resource Management: The Case of Absenteeism at Work. Entropy 22 (8) (2020)
Maya Golan, Yuval Cohen, Gonen Singer
A framework for operator - workstation interaction in Industry 4.0. Int. J. Prod. Res. 58 (8) (2020)
Dana Pessach, Gonen Singer, Dan Avrahami, Hila Chalutz Ben-Gal, Erez Shmueli, Irad Ben-Gal
Employees recruitment: A prescriptive analytics approach via machine learning and mathematical programming. Decis. Support Syst. 134 (2020)
Gonen Singer, Matan Marudi
Ordinal Decision-Tree-Based Ensemble Approaches: The Case of Controlling the Daily Local Growth Rate of the COVID-19 Epidemic. Entropy 22 (8) (2020)
Gonen Singer, Roee Anuar, Irad Ben-Gal
A weighted information-gain measure for ordinal classification trees. Expert Syst. Appl. 152 (2020)
Irad Ben-Gal, Shahar Weinstock, Gonen Singer, Nicholas Bambos
Clustering Users by Their Mobility Behavioral Patterns. ACM Trans. Knowl. Discov. Data 13 (4) (2019)
Neta Rabin, Maya Golan, Gonen Singer, Dvir Kleper
Modeling and Analysis of Students' Performance Trajectories using Diffusion Maps and Kernel Two-Sample Tests. Eng. Appl. Artif. Intell. 85 (2019)
Eugene Khmelnitsky, Gonen Singer
An optimal inventory management problem with reputation-dependent demand. Ann. Oper. Res. 231 (1) (2015)
Eugene Khmelnitsky, Gonen Singer
Erratum to: An optimal inventory management problem with reputation-dependent demand. Ann. Oper. Res. 231 (1) (2015)
Gonen Singer, Irad Ben-Gal
The funnel experiment: The Markov-based SPC approach. Qual. Reliab. Eng. Int. 23 (8) (2007)