Research output per year
Research output per year
Personal profile
Research interests
Artificial Intelligence;
Anomaly Detection;
Model-Based Diagnosis;
Software Quality Assurance
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):
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Dive into the research topics where Meir Kalech 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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A Survey on Transfer Learning for Cross-Project Defect Prediction
Sotto-Mayor, B. & Kalech, M., 1 Jan 2024, In: IEEE Access. 12, p. 93398-93425 28 p.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Diagnosing Multi-Agent STRIPS Plans
Natan, A., Stern, R., Kalech, M., Yeoh, W. & Son, T. C., 26 Nov 2024, 35th International Conference on Principles of Diagnosis and Resilient Systems, DX 2024. Pill, I., Natan, A. & Wotawa, F. (eds.). Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, 8. (OpenAccess Series in Informatics; vol. 125).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Diagnosing Non-Intermittent Anomalies in Reinforcement Learning Policy Executions
Natan, A., Stern, R. & Kalech, M., 26 Nov 2024, 35th International Conference on Principles of Diagnosis and Resilient Systems, DX 2024. Pill, I., Natan, A. & Wotawa, F. (eds.). Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, 23. (OpenAccess Series in Informatics; vol. 125).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Real-Time Sensor Fault Detection in Drones: A Correlation-Based Algorithmic Approach
Roshanski, I., Roshanski, M. & Kalech, M., 26 Nov 2024, 35th International Conference on Principles of Diagnosis and Resilient Systems, DX 2024. Pill, I., Natan, A. & Wotawa, F. (eds.). Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, 17. (OpenAccess Series in Informatics; vol. 125).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Time series processing-based malicious activity detection in SCADA systems
Zaslavski, M. & Kalech, M., 1 Dec 2024, In: Internet of Things (Netherlands). 28, 101355.Research output: Contribution to journal › Article › peer-review
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Automatic Feature Engineering for Learning Compact Decision Trees
Roshanski, I., Kalech, M. & Rokach, L., 1 Nov 2023, In: Expert Systems with Applications. 229, 120470.Research output: Contribution to journal › Article › peer-review
8 Scopus citations -
Blame Attribution for Multi-Agent Pathfinding Execution Failures
Natan, A., Stern, R. & Kalech, M., 1 Jan 2023, In: Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS. 2023-May, p. 2358-2360 3 p.Research output: Contribution to journal › Conference article › peer-review
1 Scopus citations -
Blame Attribution for Multi-Agent Path Finding Execution Failures
Natan, A., Stern, R. & Kalech, M., 28 Sep 2023, ECAI 2023 - 26th European Conference on Artificial Intelligence, including 12th Conference on Prestigious Applications of Intelligent Systems, PAIS 2023 - Proceedings. Gal, K., Gal, K., Nowe, A., Nalepa, G. J., Fairstein, R. & Radulescu, R. (eds.). IOS Press BV, p. 1763-1770 8 p. (Frontiers in Artificial Intelligence and Applications; vol. 372).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
CLEAN++: Code Smells Extraction for C++
Mashiach, T., Sotto-Mayor, B., Kaminka, G. & Kalech, M., 1 Jan 2023, Proceedings - 2023 IEEE/ACM 20th International Conference on Mining Software Repositories, MSR 2023. Institute of Electrical and Electronics Engineers, p. 441-445 5 p. (Proceedings - 2023 IEEE/ACM 20th International Conference on Mining Software Repositories, MSR 2023).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
2 Scopus citations -
Diagnosis for Post Concept Drift Decision Trees Repair
Almog, S. & Kalech, M., 1 Jan 2023, Proceedings of the 20th International Conference on Principles of Knowledge Representation and Reasoning, KR 2023. Marquis, P., Son, T. C. & Kern-Isberner, G. (eds.). Association for the Advancement of Artificial Intelligence, p. 23-33 11 p. (Proceedings of the International Conference on Knowledge Representation and Reasoning).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access2 Scopus citations
Datasets
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Exploring Design Smells for Smell-Based Defect Prediction
Sotto-Mayor De Castro Machado, B. M. (Creator), Elmishali, A. (Creator), Kalech, M. (Creator) & Abreu, R. (Creator), ZENODO, 2020
DOI: 10.5281/zenodo.4110652, https://zenodo.org/record/4110652
Dataset
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Exploring Design Smells for Smell-Based Defect Prediction
Sotto-Mayor De Castro Machado, B. M. (Creator), Elmishali, A. (Creator), Kalech, M. (Creator) & Abreu, R. (Creator), ZENODO, 2020
DOI: 10.5281/zenodo.4103861, https://zenodo.org/record/4103861
Dataset
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Cross-Project Smell-Based Defect Prediction
Sotto-Mayor De Castro Machado, B. M. (Creator) & Kalech, M. (Creator), ZENODO, 2021
DOI: 10.5281/zenodo.4697491, https://zenodo.org/record/4697491
Dataset
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Tomma94/CLEAN-Plus-Plus: Review ready version
Mashiach, T. (Creator), Sotto-Mayor De Castro Machado, B. M. (Creator), Kalech, M. (Creator) & Kaminka, G. (Creator), ZENODO, 26 Jan 2023
DOI: 10.5281/zenodo.7574528, https://zenodo.org/record/7574528
Dataset