2024
Time series processing-based malicious activity detection in SCADA systems.
Internet Things, 2024
A Survey on Transfer Learning for Cross-Project Defect Prediction.
IEEE Access, 2024
Real-Time Sensor Fault Detection in Drones: A Correlation-Based Algorithmic Approach.
Proceedings of the 35th International Conference on Principles of Diagnosis and Resilient Systems, 2024
Diagnosing Non-Intermittent Anomalies in Reinforcement Learning Policy Executions (Short Paper).
Proceedings of the 35th International Conference on Principles of Diagnosis and Resilient Systems, 2024
Diagnosing Multi-Agent STRIPS Plans.
Proceedings of the 35th International Conference on Principles of Diagnosis and Resilient Systems, 2024
2023
Automatic Feature Engineering for Learning Compact Decision Trees.
Expert Syst. Appl., November, 2023
Diagnosis of intermittent faults in Multi-Agent Systems: An SFL approach.
Artif. Intell., November, 2023
Tomma94/CLEAN-Plus-Plus: Review ready version.
Dataset, January, 2023
Issues-Driven features for software fault prediction.
Inf. Softw. Technol., 2023
CLEAN++: Code Smells Extraction for C++.
Proceedings of the 20th IEEE/ACM International Conference on Mining Software Repositories, 2023
Diagnosis for Post Concept Drift Decision Trees Repair.
Proceedings of the 20th International Conference on Principles of Knowledge Representation and Reasoning, 2023
Blame Attribution for Multi-Agent Path Finding Execution Failures.
Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023
Multi-Agent Planning and Diagnosis with Commonsense Reasoning.
Proceedings of the Fifth International Conference on Distributed Artificial Intelligence, 2023
Blame Attribution for Multi-Agent Pathfinding Execution Failures.
Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023
Distributed Spectrum-Based Fault Localization.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
Privacy-aware Distributed Diagnosis of Multi-Agent Plans.
Expert Syst. Appl., 2022
Predictive maintenance for critical infrastructure.
Expert Syst. Appl., 2022
Exploring Design smells for smell-based defect prediction.
Eng. Appl. Artif. Intell., 2022
Active-learning-based reconstruction of circuit model.
Appl. Intell., 2022
Model-Based Diagnosis of Multi-Agent Systems: A Survey.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
Cross-project smell-based defect prediction.
Soft Comput., 2021
Model-based diagnosis with uncertain observations.
Int. J. Intell. Syst., 2021
Temporal pattern-based malicious activity detection in SCADA systems.
Comput. Secur., 2021
Contingent Planning for Robust Multi-Agent Path Finding.
Proceedings of the Fourteenth International Symposium on Combinatorial Search, 2021
BEIRUT: Repository Mining for Defect Prediction.
Proceedings of the 32nd IEEE International Symposium on Software Reliability Engineering, 2021
With Measured Words: Simple Sentence Selection for Black-Box Optimization of Sentence Compression Algorithms.
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021
Artificial Intelligence Methods for Software Engineering
WorldScientific, ISBN: 9789811239939, 2021
2020
Exploring Design Smells for Smell-Based Defect Prediction.
Dataset, October, 2020
Exploring Design Smells for Smell-Based Defect Prediction.
Dataset, October, 2020
Exploring Designite for Smell-Based Defect Prediction.
Dataset, October, 2020
Probability-Based Algorithm for Bearing Diagnosis with Untrained Spall Sizes.
Sensors, 2020
Diagnosing Software System Exploits.
IEEE Intell. Syst., 2020
Decision making with dynamic uncertain continuous information.
Expert Syst. Appl., 2020
Autosploit: A Fully Automated Framework for Evaluating the Exploitability of Security Vulnerabilities.
CoRR, 2020
Efficient Hybrid Fault Detection for Autonomous Robots.
Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020
AI for Software Quality Assurance Blue Sky Ideas Talk.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
Goal and Plan Recognition Design for Plan Libraries.
ACM Trans. Intell. Syst. Technol., 2019
Fault Detection and Diagnosis in Multi-Robot Systems: A Survey.
Sensors, 2019
Lie on the Fly: Strategic Voting in an Iterative Preference Elicitation Process.
CoRR, 2019
Cyber-attack detection in SCADA systems using temporal pattern recognition techniques.
Comput. Secur., 2019
Corrigendum to "Sequential plan recognition: An iterative approach to disambiguating between hypotheses" [Artif. Intell. 260 (2018) 51-73].
Artif. Intell., 2019
Temporal Pattern-Based Malicious Activity Detection in SCADA Systems (Brief Announcement).
Proceedings of the Cyber Security Cryptography and Machine Learning, 2019
DeBGUer: A Tool for Bug Prediction and Diagnosis.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
Structural abstraction for model-based diagnosis with a strong fault model.
Knowl. Based Syst., 2018
FSCOAL - Parallel simultaneous fuzzy co-clustering and learning.
Int. J. Intell. Syst., 2018
An Artificial Intelligence paradigm for troubleshooting software bugs.
Eng. Appl. Artif. Intell., 2018
On Fault Detection and Diagnosis in Robotic Systems.
ACM Comput. Surv., 2018
A sensor-based approach for fault detection and diagnosis for robotic systems.
Auton. Robots, 2018
Sequential plan recognition: An iterative approach to disambiguating between hypotheses.
Artif. Intell., 2018
2017
A hybrid approach for improving unsupervised fault detection for robotic systems.
Expert Syst. Appl., 2017
Diagnosing resource usage failures in multi-agent systems.
Expert Syst. Appl., 2017
How many diagnoses do we need?
Artif. Intell., 2017
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
2016
Reducing preference elicitation in group decision making.
Expert Syst. Appl., 2016
Batch Repair with Heuristic Search.
Proceedings of the Ninth Annual Symposium on Combinatorial Search, 2016
Sequential Plan Recognition.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016
Anticipatory Troubleshooting.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016
Sequential Plan Recognition: (Extended Abstract).
Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, 2016
Implementing Troubleshooting with Batch Repair.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016
Data-Augmented Software Diagnosis.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016
2015
Online data-driven anomaly detection in autonomous robots.
Knowl. Inf. Syst., 2015
Decision Making with Dynamic Uncertain Events.
J. Artif. Intell. Res., 2015
Lie on the Fly: Iterative Voting Center with Manipulative Voters.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
2014
Survival Analysis of Automobile Components Using Mutually Exclusive Forests.
IEEE Trans. Syst. Man Cybern. Syst., 2014
A Framework for Effectively Choosing between Alternative Candidate Partners.
ACM Trans. Intell. Syst. Technol., 2014
Choosing a Candidate Using Efficient Allocation of Biased Information.
ACM Trans. Intell. Syst. Technol., 2014
A Novel SAT-Based Approach to Model Based Diagnosis.
J. Artif. Intell. Res., 2014
Reaching a joint decision with minimal elicitation of voter preferences.
Inf. Sci., 2014
Model-based diagnosis techniques for Internet delay diagnosis with dynamic routing.
Appl. Intell., 2014
Preference elicitation for narrowing the recommended list for groups.
Proceedings of the Eighth ACM Conference on Recommender Systems, 2014
Preference Elicitation for Group Decisions.
Proceedings of the Group Decision and Negotiation. A Process-Oriented View, 2014
A hybrid approach for fault detection in autonomous physical agents.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014
Diagnosing faults in a temporal multi-agent resource allocation: (extended abstract).
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014
Using Model-Based Diagnosis to Improve Software Testing.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014
2013
Machine-Learning-Based Circuit Synthesis.
Proceedings of the IJCAI 2013, 2013
Sensor fault detection and diagnosis for autonomous systems.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2013
2012
Finding patterns in an unknown graph.
AI Commun., 2012
Diagnosis of coordination failures: a matrix-based approach.
Auton. Agents Multi Agent Syst., 2012
Exploring the Duality in Conflict-Directed Model-Based Diagnosis.
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012
Compiling Model-Based Diagnosis to Boolean Satisfaction.
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012
2011
Who is going to win the next Association for the Advancement of Artificial Intelligence Fellowship Award? Evaluating researchers by mining bibliographic data.
J. Assoc. Inf. Sci. Technol., 2011
Coordination Diagnostic Algorithms for Teams of Situated Agents: Scaling up.
Comput. Intell., 2011
Practical voting rules with partial information.
Auton. Agents Multi Agent Syst., 2011
Online anomaly detection in unmanned vehicles.
Proceedings of the 10th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2011), 2011
When to Stop? That Is the Question.
Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011
2010
Searching for a k-Clique in Unknown Graphs.
Proceedings of the Third Annual Symposium on Combinatorial Search, 2010
Iterative voting under uncertainty for group recommender systems.
Proceedings of the 2010 ACM Conference on Recommender Systems, 2010
Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2010), 2010
Decision making with dynamically arriving information.
Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2010), 2010
2009
Diagnosing Coordination Faults in Multi-Agent Systems.
Knowl. Eng. Rev., 2009
A representation for coordination fault detection in large-scale multi-agent systems.
Ann. Math. Artif. Intell., 2009
2007
On the design of coordination diagnosis algorithms for teams of situated agents.
Artif. Intell., 2007
Matrix-based representation for coordination fault detection: a formal approach.
Proceedings of the 6th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2007), 2007
2006
Diagnosis of Multi-Robot Coordination Failures Using Distributed CSP Algorithms.
Proceedings of the Proceedings, 2006
2005
Model-based diagnosis of multi-agent systems.
Proceedings of the 4th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2005), 2005
Diagnosing a team of agents: scaling-up.
Proceedings of the 4th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2005), 2005
Towards Model-Based Diagnosis of Coordination Failures.
Proceedings of the Proceedings, 2005
2003
On the Design of Social Diagnosis Algorithms for Multi-Agent Teams.
Proceedings of the IJCAI-03, 2003