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Treffer 1 - 25 von 378, Suchdauer: 0.62s

12 3 4 5 6 7 8 9 10 11 weiter »

1
Deep Neural Networks with Ordinal Loss for Medical Applications

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

Schlagworte: Machine Learning
- View full text via Arxiv
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2
Complementary Attention Head Pruning for Efficient Transformers

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

Schlagworte: Machine Learning
- View full text via Arxiv
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3
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
- Zum Volltext in IEEE Xplore
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4
CoSeP: Complementary Separability Pruning via Class-Separability Clustering

von Levin, David ; Singer, Gonen

Schlagworte: Computer Vision and Pattern Recognition
- View full text via Arxiv
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5
A bi-level optimization decision support tool for maximizing company profit through employee retention

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

In Heliyon April 2026 12(6)
- View full text via DOI
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6
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
- » Zum Volltext
- » Zum Volltext
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7
Graph-Based Automatic Feature Selection for Multi-Class Classification via Mean Simplified Silhouette

von Levin, David ; Singer, Gonen

Schlagworte: Computer Science - Machine Learning
- View full text via Arxiv
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8
Graph-based Extreme Feature Selection for Multi-class Classification Tasks

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

Schlagworte: Computer Science - Machine Learning
- View full text via Arxiv
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9
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
- View full text via Arxiv
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10
Adaptive Cost-Sensitive Learning in Neural Networks for Misclassification Cost Problems

von Volk, Ohad ; Singer, Gonen

Schlagworte: Computer Science - Machine Learning; Statistics - Machine Learning
- View full text via Arxiv
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11
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
- Zum Volltext in ACM Digital Library
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12
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
- View full text via DOI
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13
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
- View full text via DOI
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14
An adaptive cost-sensitive learning approach in neural networks to minimize local training–test class distributions mismatch

von Volk, Ohad ; Singer, Gonen

In Intelligent Systems with Applications March 2024 21
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15
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
- Zum Volltext in IEEE Xplore
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16
Automatic Complementary Separation Pruning Toward Lightweight CNNs

von Levin, David ; Singer, Gonen

Schlagworte: Computer Vision and Pattern Recognition
- View full text via BASE
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17
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
- View full text via DOI
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18
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
- View full text via DOI
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19
Optimizing multi-sensor systems: A case study of graph-based automatic feature selection

von Levin, David ; Singer, Gonen

AIP Conference Proceedings ; PROCEEDINGS OF THE 5TH INTERNATIONAL CONFERENCE ON MATHEMATICS, ENGINEERING AND INDUSTRIAL APPLICATIONS: ICoMEIA2024 ; volume 3462, page 080003 ; ISSN 0094-243X
- Volltextverfügbarkeit prüfen (via ReDI)
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20
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
- View full text via DOI
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21
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
- View full text via DOI
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22
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
- View full text via DOI
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23
Computational analysis of super-resolved in situ sequencing data reveals genes modified by immune-tumor contact events

von Danino-Levi, Michal ; Goldberg, Tal ; Keter, Maya ; et al.

Schlagworte: ARTICLE
- View full text via BASE
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24
Classification of severity of trachea stenosis from EEG signals using ordinal decision-tree based algorithms and ensemble-based ordinal and non-ordinal algorithms

von Singer, Gonen ; Ratnovsky, Anat ; Naftali, Sara

In Expert Systems With Applications 1 July 2021 173
- View full text via DOI
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25
A framework for smart control using machine-learning modeling for processes with closed-loop control in Industry 4.0

von Singer, Gonen ; Cohen, Yuval

In Engineering Applications of Artificial Intelligence June 2021 102
- View full text via DOI
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12 3 4 5 6 7 8 9 10 11 weiter »

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