Sicco Verwer
Orcid: 0000-0002-3682-0962
According to our database1,
Sicco Verwer
authored at least 98 papers
between 2005 and 2024.
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Bibliography
2024
Comput. Networks, 2024
Proceedings of the 2024 IEEE/ACM 46th International Conference on Software Engineering: Companion Proceedings, 2024
2023
Benchmarking surrogate-based optimisation algorithms on expensive black-box functions.
Appl. Soft Comput., November, 2023
Artif. Intell., June, 2023
Differentially-Private Decision Trees with Probabilistic Robustness to Data Poisoning.
CoRR, 2023
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023
Proceedings of the International Conference on Grammatical Inference, 2023
Learning Syntactic Monoids from Samples by extending known Algorithms for learning State Machines.
Proceedings of the International Conference on Grammatical Inference, 2023
Learning state machines from data streams: A generic strategy and an improved heuristic.
Proceedings of the International Conference on Grammatical Inference, 2023
Proceedings of the 8th IEEE European Symposium on Security and Privacy, 2023
2022
Baseband-Function Placement With Multi-Task Traffic Prediction for 5G Radio Access Networks.
IEEE Trans. Netw. Serv. Manag., December, 2022
IEEE Trans. Dependable Secur. Comput., 2022
CoRR, 2022
CoRR, 2022
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022
SECLEDS: Sequence Clustering in Evolving Data Streams via Multiple Medoids and Medoid Voting.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
Proceedings of the ARES 2022: The 17th International Conference on Availability, Reliability and Security, Vienna,Austria, August 23, 2022
2021
EXPObench: Benchmarking Surrogate-based Optimisation Algorithms on Expensive Black-box Functions.
CoRR, 2021
Ann. Math. Artif. Intell., 2021
Proceedings of the IEEE Symposium on Visualization for Cyber Security, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
Black-box mixed-variable optimisation using a surrogate model that satisfies integer constraints.
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021
Proceedings of the CCS '21: 2021 ACM SIGSAC Conference on Computer and Communications Security, Virtual Event, Republic of Korea, November 15, 2021
2020
Black-box Mixed-Variable Optimisation using a Surrogate Model that Satisfies Integer Constraints.
CoRR, 2020
Hybrid Connection and Host Clustering for Community Detection in Spatial-Temporal Network Data.
Proceedings of the ECML PKDD 2020 Workshops, 2020
Proceedings of the IEEE Intelligent Vehicles Symposium, 2020
The Robust Malware Detection Challenge and Greedy Random Accelerated Multi-Bit Search.
Proceedings of the AISec@CCS 2020: Proceedings of the 13th ACM Workshop on Artificial Intelligence and Security, 2020
Continuous Surrogate-Based Optimization Algorithms Are Well-Suited for Expensive Discrete Problems.
Proceedings of the Artificial Intelligence and Machine Learning - 32nd Benelux Conference, 2020
2019
IEEE Trans. Intell. Transp. Syst., 2019
Solving bin-packing problems under privacy preservation: Possibilities and trade-offs.
Inf. Sci., 2019
CoRR, 2019
Using Datasets from Industrial Control Systems for Cyber Security Research and Education.
Proceedings of the Critical Information Infrastructures Security, 2019
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
IEEE Trans. Intell. Veh., 2018
Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018
Proceedings of the 2018 IEEE European Symposium on Security and Privacy Workshops, 2018
TABOR: A Graphical Model-based Approach for Anomaly Detection in Industrial Control Systems.
Proceedings of the 2018 on Asia Conference on Computer and Communications Security, 2018
2017
CoRR, 2017
Human in the Loop: Interactive Passive Automata Learning via Evidence-Driven State-Merging Algorithms.
CoRR, 2017
Artif. Intell., 2017
Proceedings of the 42nd IEEE Conference on Local Computer Networks, 2017
Proceedings of the 2017 IFIP/IEEE Symposium on Integrated Network and Service Management (IM), 2017
Proceedings of the 2017 IEEE International Conference on Software Maintenance and Evolution, 2017
Proceedings of the 2017 IEEE International Conference on Software Maintenance and Evolution, 2017
Learning Decision Trees with Flexible Constraints and Objectives Using Integer Optimization.
Proceedings of the Integration of AI and OR Techniques in Constraint Programming, 2017
2016
Learning Complex Uncertain States Changes via Asymmetric Hidden Markov Models: an Industrial Case.
Proceedings of the Probabilistic Graphical Models - Eighth International Conference, 2016
Proceedings of the 41st IEEE Conference on Local Computer Networks, 2016
Proceedings of the 13th International Conference on Grammatical Inference, 2016
Proceedings of the 13th International Conference on Grammatical Inference, 2016
Results of the Sequence PredIction ChallengE (SPiCe): a Competition on Learning the Next Symbol in a Sequence.
Proceedings of the 13th International Conference on Grammatical Inference, 2016
Proceedings of the 12th International Conference on Network and Service Management, 2016
2015
Predicate logic as a modeling language: modeling and solving some machine learning and data mining problems with <i>IDP3</i>.
Theory Pract. Log. Program., 2015
2014
IEEE ACM Trans. Comput. Biol. Bioinform., 2014
Mach. Learn., 2014
Mach. Learn., 2014
Bigger is Not Always Better: on the Quality of Hypotheses in Active Automata Learning.
Proceedings of the 12th International Conference on Grammatical Inference, 2014
2013
Proceedings of the Discrimination and Privacy in the Information Society, 2013
Proceedings of the Discrimination and Privacy in the Information Society, 2013
Predicate Logic as a Modeling Language: Modeling and Solving some Machine Learning and Data Mining Problems with IDP3.
CoRR, 2013
Proceedings of the Conference on Scientific and Statistical Database Management, 2013
Proceedings of the Advances in Intelligent Data Analysis XII, 2013
Proceedings of the Process Support and Knowledge Representation in Health Care, 2013
2012
Mach. Learn., 2012
Proceedings of the Eleventh International Conference on Grammatical Inference, 2012
Proceedings of the Eleventh International Conference on Grammatical Inference, 2012
Proceedings of the PRIMA 2012: Principles and Practice of Multi-Agent Systems, 2012
Proceedings of the Technical Communications of the 28th International Conference on Logic Programming, 2012
Classifying Socially Sensitive Data Without Discrimination: An Analysis of a Crime Suspect Dataset.
Proceedings of the 12th IEEE International Conference on Data Mining Workshops, 2012
Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012
2011
Inf. Comput., 2011
Proceedings of the IJCAI 2011, 2011
2010
Data Min. Knowl. Discov., 2010
A Likelihood-Ratio Test for Identifying Probabilistic Deterministic Real-Time Automata from Positive Data.
Proceedings of the Grammatical Inference: Theoretical Results and Applications, 2010
Proceedings of the Grammatical Inference: Theoretical Results and Applications, 2010
Proceedings of the Educational Data Mining 2010, 2010
2009
SIGecom Exch., 2009
Proceedings of the Language and Automata Theory and Applications, 2009
2008
Proceedings of the Grammatical Inference: Algorithms and Applications, 2008
2005
Timed Inference for Behavioral Pattern Recognition.
Proceedings of the BNAIC 2005, 2005