Periklis Andritsos

Most-cited papers

Continual Learning
T. Shultz, S. Fahlman, Susan Craw, Periklis Andritsos +30 more
2010Encyclopedia of Machine Learning82 citations
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A Process Mining Based Model for Customer Journey Mapping
Gaël Bernard, Periklis Andritsos
2017CAiSE-Forum-DC51 citations
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Efficient itinerary planning with category constraints
P. Bolzoni, S. Helmer, Kevin Wellenzohn, Johann Gamper +1 more
2014SIGSPATIAL/GIS48 citations Open access
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Making Open Data Transparent: Data Discovery on Open Data
Renée J. Miller, Fatemeh Nargesian, Erkang Zhu, Christina Christodoulakis +2 more
2018IEEE Data Engineering Bulletin47 citations
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Characteristic
T. Shultz, S. Fahlman, Susan Craw, Periklis Andritsos +30 more
2010Encyclopedia of Machine Learning37 citations
Semantic Scholar
Provenance for Data Mining
Boris Glavic, Javed Siddique, Periklis Andritsos, Renée J. Miller
2013Workshop on the Theory and Practice of Provenance25 citations
Semantic Scholar
CJM-ab: Abstracting Customer Journey Maps Using Process Mining
Gaël Bernard, Periklis Andritsos
2018CAiSE Forum22 citations Open access
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CJM-ex: Goal-oriented Exploration of Customer Journey Maps using Event Logs and Data Analytics
Gaël Bernard, Periklis Andritsos
2017International Conference on Business Process Management21 citations
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Discovering Customer Journey Maps using a Mixture of Markov Models
Matthieu Harbich, Gaël Bernard, P. Berkes, B. Garbinato +1 more
2017International Symposium on Data-Driven Process Discovery and Analysis16 citations
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Detecting correlated columns in relational databases with mixed data types
H. Nguyen, Emmanuel Müller, Periklis Andritsos, Klemens Böhm
2014International Conference on Statistical and Scientific Database Management16 citations
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The Differentiation of Extra Virgin Olive Oil from Other Olive Oil Categories Based on FTIR Spectroscopy and Random Forest
C. Gardeli, Stavroula Sykioti, George Exarchos, Maria Koliatsou +2 more
2025Applied Sciences15 citations Open access
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Categorical Data Clustering
Periklis Andritsos, P. Tsaparas
2017Encyclopedia of Machine Learning and Data Mining13 citations
Semantic Scholar
INDREX: In-database relation extraction
T. Kilias, Alexander Löser, Periklis Andritsos
2015Information Systems13 citations
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Individualized Hiking Time Estimation
Arthur Pitman, M. Zanker, Johann Gamper, Periklis Andritsos
20122012 23rd International Workshop on Database and Expert Systems Applications13 citations
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Selecting Representative Sample Traces from Large Event Logs
Gaël Bernard, Periklis Andritsos
2021International Conference on Process Mining10 citations
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Contextual and Behavioral Customer Journey Discovery Using a Genetic Approach
Gaël Bernard, Periklis Andritsos
2019Symposium on Advances in Databases and Information Systems10 citations
Semantic Scholar
Throughput: A Key Performance Measure of Content-Defined Chunking Algorithms
B. Chapuis, B. Garbinato, Periklis Andritsos
2016International Conference on Distributed Computing Systems Workshops10 citations
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Accurate and Transparent Path Prediction Using Process Mining
Gaël Bernard, Periklis Andritsos
2019Symposium on Advances in Databases and Information Systems9 citations
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Constructing adaptive configuration dialogs using crowd data
Saeideh Hamidi, Periklis Andritsos, S. Liaskos
2014International Conference on Automated Software Engineering9 citations
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AutoDict: Automated Dictionary Discovery
Fei Chiang, Periklis Andritsos, Erkang Zhu, Renée J. Miller
2012IEEE International Conference on Data Engineering9 citations
Semantic Scholar
Discovering Customer Journeys from Evidence: A Genetic Approach Inspired by Process Mining
Gaël Bernard, Periklis Andritsos
2019CAiSE Forum8 citations
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Truncated Trace Classifier. Removal of Incomplete Traces from Event Logs
Gaël Bernard, Periklis Andritsos
2020BPMDS/EMMSAD@CAiSE7 citations
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Cut to the Trace! Process-Aware Partitioning of Long-Running Cases in Customer Journey Logs
Gaël Bernard, Arik Senderovich, Periklis Andritsos
2021International Conference on Advanced Information Systems Engineering6 citations
Semantic Scholar
Case-Based Reasoning for Biomedical Informatics and Medicine
Periklis Andritsos, I. Jurisica, J. Glasgow
20146 citations
Semantic Scholar
Distributed clustering of categorical data using the information bottleneck framework
Natasa Tagasovska, Periklis Andritsos
2017Information Systems5 citations
Semantic Scholar
Cost-Sensitive Classification
T. Shultz, S. Fahlman, Susan Craw, Periklis Andritsos +30 more
2010Encyclopedia of Machine Learning5 citations
Semantic Scholar
When Sales Meet Process Mining: A Scientific Approach to Sales Process and Performance Management
Gaël Bernard, Thomas Boillat, Christine Legner, Periklis Andritsos
2016International Conference on Interaction Sciences3 citations
Semantic Scholar
INDREX: in-database distributional relation extraction
T. Kilias, Alexander Löser, Periklis Andritsos
2013International Workshop on Data Warehousing and OLAP3 citations
Semantic Scholar
Ranking of evolving stories through meta-aggregation
Juozas Gordevicius, F. Estrada, Hyun Chul Lee, Periklis Andritsos +1 more
2010International Conference on Information and Knowledge Management3 citations
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Cooperative Coevolution
T. Shultz, S. Fahlman, Susan Craw, Periklis Andritsos +30 more
2010Encyclopedia of Machine Learning3 citations
Semantic Scholar
LLM-Driven Event Log Generation from Forensic Cases: A Comparative Study of ChatGPT, Claude, and Gemini
Mira K. Gendi, Periklis Andritsos
2025Conference of the Centre for Advanced Studies on Collaborative Research2 citations
Semantic Scholar
WikiMetaData Studio: Dashboards From Data Profiling the Languages, Properties, and Items of Wikidata
Niel Chah, Periklis Andritsos
2021Wikidata@ISWC2 citations
Semantic Scholar
An Efficient Type-Agnostic Approach for Finding Sub-sequences in Data
B. Chapuis, B. Garbinato, Periklis Andritsos
20172017 IEEE 19th International Conference on High Performance Computing and Communications; IEEE 15th International Conference on Smart City; IEEE 3rd International Conference on Data Science and Systems (HPCC/SmartCity/DSS)2 citations
Semantic Scholar
Level-Wise Exploration of Linked and Big Data Guided by Controlled Vocabularies and Folksonomies
Periklis Andritsos, Patrick Keilty
20142 citations Open access
Semantic Scholar
Click-Through Rate (CTR)
T. Shultz, S. Fahlman, Susan Craw, Periklis Andritsos +30 more
2010Encyclopedia of Machine Learning and Data Mining2 citations
Semantic Scholar
Context-Sensitive Learning
T. Shultz, S. Fahlman, Susan Craw, Periklis Andritsos +30 more
2010Encyclopedia of Machine Learning1 citations
Semantic Scholar
Correlation-Based Learning
T. Shultz, S. Fahlman, Susan Craw, Periklis Andritsos +30 more
2010Encyclopedia of Machine Learning1 citations
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Content-Based Recommending
T. Shultz, S. Fahlman, Susan Craw, Periklis Andritsos +30 more
2010Encyclopedia of Machine Learning and Data Mining1 citations
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Covering Algorithm
T. Shultz, S. Fahlman, Susan Craw, Periklis Andritsos +30 more
2010Encyclopedia of Machine Learning1 citations
Semantic Scholar
Cross-Language Question Answering
T. Shultz, S. Fahlman, Susan Craw, Periklis Andritsos +30 more
2010Encyclopedia of Machine Learning1 citations
Semantic Scholar
City Block Distance
T. Shultz, S. Fahlman, Susan Craw, Periklis Andritsos +30 more
2010Encyclopedia of Machine Learning1 citations
Semantic Scholar
Welcome Message from the General Chair
Periklis Andritsos, Apostolos Dimitromanwlakis, Tasos Kementsietsidis, Yannis Velegrakis
2024Symposium on Intelligent Systems and Informatics0 citations
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VisuELs: Visualization of Event Logs (Extended Abstract)
Gaël Bernard, Periklis Andritsos
20210 citations
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VisuEL: Visualization of Event Logs
Gaël Bernard, Periklis Andritsos
20210 citations
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The Lay of the Land: Data Visualizations of the Language Data and Domains of Wikidata
Niel Chah, Periklis Andritsos
2021International Workshop on the Semantic Web0 citations
Semantic Scholar
An Information-Theoretic Perspective on Trustworthy Machine Learning
Dr. Natasa Tagasovska, Valérie Chavez Prof, Periklis Andritsos
20200 citations
Semantic Scholar
Fourth annual workshop on data-driven knowledge mobilization
Ehsan Noei, Kelly A. Lyons, Eleni Stroulia, Periklis Andritsos
2019Conference of the Centre for Advanced Studies on Collaborative Research0 citations
Semantic Scholar
Before and After the Financial Crash: The Corporate Network Evolution and Sustainability Implications
M. Ferrario, Periklis Andritsos, Niel Chah, Thais Bittencourt
20180 citations
Semantic Scholar
Advances in Database Technology - EDBT 2017: 20th International Conference on Extending Database Technology, Venice, Italy, March 21–24, 2017 : proceedings
V. Markl, S. Orlando, B. Mitschang, Periklis Andritsos +2 more
2017International Conference on Extending Database Technology0 citations
Semantic Scholar
Reconstructing databases: instance-based structure discovery using reconstructability analysis
Periklis Andritsos
2017Conference of the Centre for Advanced Studies on Collaborative Research0 citations
Semantic Scholar