Research output per year
Research output per year
Personal profile
About Me
Research:
- Machine learning and business analytics
- Human resource analytics
- Machine learning for medical diagnosis
- Application of information theory to industrial and service systems
- Modeling and solution methods for optimal control problem in stochastic environment
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
הנדסת תעשיה וניהול
Oct 2002 → Oct 2006
הנדסת תעשיה וניהול
Jul 2000 → Oct 2001
הנדסת תעשיה וניהול, Bachelor
Oct 1996 → Jul 2000
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Dive into the research topics where Gonen Singer is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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An adaptive machine learning algorithm for the resource-constrained classification problem
Shifman, D. A., Cohen, I., Huang, K., Xian, X. & Singer, G., Mar 2023, In: Engineering Applications of Artificial Intelligence. 119, 105741.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
A remote and personalised novel approach for monitoring asthma severity levels from EEG signals utilizing classification algorithms
Haba, R., Singer, G., Naftali, S., Kramer, M. R. & Ratnovsky, A., 1 Aug 2023, In: Expert Systems with Applications. 223, 119799.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Classification of tracheal stenosis with asymmetric misclassification errors from EMG signals using an adaptive cost-sensitive learning method
Volk, O., Ratnovsky, A., Naftali, S. & Singer, G., Aug 2023, In: Biomedical Signal Processing and Control. 85, 104962.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Optimal Real Estate Pricing and Offer Acceptance Strategy
Khmelnitsky, E. & Singer, G., 2023, In: IEEE Access. 11, p. 58644-58653 10 p.Research output: Contribution to journal › Article › peer-review
Open Access -
A decision tree-based method for ordinal classification problems
Marudi, M., Ben-Gal, I. & Singer, G., 2022, (Accepted/In press) In: IISE Transactions.Research output: Contribution to journal › Article › peer-review
3 Scopus citations