1
A bi-level optimization decision support tool for maximizing company profit through employee retention

von Iris A. Forma ; Inbal Singer ; Gonen Singer ; et al.

Heliyon, Vol 12, Iss 6, Pp e44767- (2026)

Schlagworte: Bi-level optimization model; Decision support tool; Flexible work; Employee retention; Company profit; Human resource analytics; Science (General); Q1-390; Social sciences (General); H1-99
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2
Deep Neural Networks with Ordinal Loss for Medical Applications

von Dvora, Tal ; Haba, Rotem ; Singer, Gonen

Schlagworte: Machine Learning
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3
Complementary Attention Head Pruning for Efficient Transformers

von Livertovsky, Yaniv ; Somin, Shahar ; Singer, Gonen

Schlagworte: Machine Learning
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4
A graph-based sparse filter feature selection method for multi-class and ordinal data

von Abrutzky, Mor ; Friedman, Shir ; Singer, Gonen ; et al.

2025 International Joint Conference on Neural Networks (IJCNN) Neural Networks (IJCNN), 2025 International Joint Conference on. :1-8 Jun, 2025
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5
GB-AFS: graph-based automatic feature selection for multi-class classification via Mean Simplified Silhouette

von David Levin ; Gonen Singer

Journal of Big Data, Vol 11, Iss 1, Pp 1-22 (2024)

Schlagworte: Multi-class feature selection; Silhouette; Graph-based feature selection; Nonlinear dimensionality reduction; Computer engineering. Computer hardware; TK7885-7895; Information technology; T58.5-58.64; Electronic computers. Computer science; QA75.5-76.95
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6
CoSeP: Complementary Separability Pruning via Class-Separability Clustering

von Levin, David ; Singer, Gonen

Schlagworte: Computer Vision and Pattern Recognition
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7
An adaptive cost-sensitive learning approach in neural networks to minimize local training–test class distributions mismatch

von Ohad Volk ; Gonen Singer

Intelligent Systems with Applications, Vol 21, Iss , Pp 200316- (2024)

Schlagworte: Training-test mismatch; Adaptive loss function; Cost-sensitive; Misclassification costs; Cybernetics; Q300-390; Electronic computers. Computer science; QA75.5-76.95
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8
Optimal Real Estate Pricing and Offer Acceptance Strategy

von Eugene Khmelnitsky ; Gonen Singer

IEEE Access, Vol 11, Pp 58644-58653 (2023)

Schlagworte: Housing market policy; dynamic pricing; sequential decision making; optimal stopping; Electrical engineering. Electronics. Nuclear engineering; TK1-9971
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9
Identification of subgroups of terror attacks with shared characteristics for the purpose of preventing mass-casualty attacks: a data-mining approach

von Gonen Singer ; Maya Golan

Crime Science, Vol 8, Iss 1, Pp 1-11 (2019)

Schlagworte: Global Terrorism Database; Mass-casualty terror attack; Interpretable classification models; Science (General); Q1-390; Social pathology. Social and public welfare. Criminology; HV1-9960
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10
Graph-Based Feature Selection Method Under Budget Constraint for Multiclass Classification Problems.

von Levin, David ; Singer, Gonen

INFORMS Journal on Data Science. Jul-Sep2025, Vol. 4 Issue 3, p265-282. 18p.

Schlagworte: *Cost effectiveness; *Resource allocation; *Operations research; Feature selection; Classification
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11
Graph-Based Automatic Feature Selection for Multi-Class Classification via Mean Simplified Silhouette

von Levin, David ; Singer, Gonen

Schlagworte: Computer Science - Machine Learning
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12
Graph-based Extreme Feature Selection for Multi-class Classification Tasks

von Friedman, Shir ; Singer, Gonen ; Rabin, Neta

Schlagworte: Computer Science - Machine Learning
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13
Adaptive Learning for the Resource-Constrained Classification Problem

von Abukasis, Danit Shifman ; Cohen, Izack ; Xian, Xiaochen ; et al.

Engineering Applications of Artificial Intelligence, 119, 105741 (2023)

Schlagworte: Computer Science - Machine Learning
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14
Adaptive Cost-Sensitive Learning in Neural Networks for Misclassification Cost Problems

von Volk, Ohad ; Singer, Gonen

Schlagworte: Computer Science - Machine Learning; Statistics - Machine Learning
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15
Ordinal Decision-Tree-Based Ensemble Approaches: The Case of Controlling the Daily Local Growth Rate of the COVID-19 Epidemic

von Gonen Singer ; Matan Marudi

Entropy, Vol 22, Iss 8, p 871 (2020)

Schlagworte: decision trees; ensemble algorithms; random forest; AdaBoost; objective-based entropy; information gain; Science; Astrophysics; QB460-466; Physics; QC1-999
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16
Clustering Users by Their Mobility Behavioral Patterns

von Ben-Gal, Irad ; Weinstock, Shahar ; Singer, Gonen ; et al.

ACM Transactions on Knowledge Discovery from Data (TKDD). 13(4):1-28
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17
An Objective-Based Entropy Approach for Interpretable Decision Tree Models in Support of Human Resource Management: The Case of Absenteeism at Work

von Gonen Singer ; Izack Cohen

Entropy, Vol 22, Iss 8, p 821 (2020)

Schlagworte: human resource management; absenteeism; ordinal classification; information gain; decision tree; interpretable machine learning models; Science; Astrophysics; QB460-466; Physics; QC1-999
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18
Resource allocation in ordinal classification problems: A prescriptive framework utilizing machine learning and mathematical programming

von Rabkin, Lior ; Cohen, Ilan ; Singer, Gonen

In Engineering Applications of Artificial Intelligence June 2024 132
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19
Evaluating the Effectiveness of Accommodations Given to Students with Learning Impairments: Ordinal and Interpretable Machine-Learning-Based Methodology

von Singer, Gonen ; Golan, Maya ; Shiff, Rachel ; et al.

IEEE Transactions on Learning Technologies. Dec 2022 15(6):736-746.

Schlagworte: Academic Accommodations (Disabilities); Students with Disabilities; Program Effectiveness; Equal Education; Performance; Evaluation Methods; Program Evaluation; Models
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20
Classification of tracheal stenosis with asymmetric misclassification errors from EMG signals using an adaptive cost-sensitive learning method

von Volk, Ohad ; Ratnovsky, Anat ; Naftali, Sara ; et al.

In Biomedical Signal Processing and Control August 2023 85
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21
A remote and personalised novel approach for monitoring asthma severity levels from EEG signals utilizing classification algorithms

von Haba, Rotem ; Singer, Gonen ; Naftali, Sara ; et al.

In Expert Systems With Applications 1 August 2023 223
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22
An adaptive machine learning algorithm for the resource-constrained classification problem

von Shifman, Danit Abukasis ; Cohen, Izack ; Huang, Kejun ; et al.

In Engineering Applications of Artificial Intelligence March 2023 119
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23
Optimizing multi-sensor systems: A case study of graph-based automatic feature selection.

von Levin, David ; Singer, Gonen

AIP Conference Proceedings. 2026, Vol. 3381 Issue 1, p1-10. 10p.

Schlagworte: *FEATURE selection; *MULTISENSOR data fusion; *CONDITION-based maintenance; *GRAPH algorithms; *OPTIMIZATION algorithms; *AUTOMATION; *MATHEMATICAL optimization; *FORECASTING
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24
A flexible employee recruitment and compensation model: A bi-level optimization approach

von Ben-Gal, Hila Chalutz ; Forma, Iris A. ; Singer, Gonen

In Computers & Industrial Engineering March 2022 165
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25
Genomic characterization of metastatic patterns from prospective clinical sequencing of 25,000 patients

von Nguyen, Bastien ; Fong, Christopher ; Luthra, Anisha ; et al.

In Cell 3 February 2022 185(3):563-575
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