New Frontiers in Mining Complex Patterns The 11th edition of the Workshop New Frontiers in Mining Complex Patterns (NFMCP) in conjunction with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2023) Turin, Italy.
Main Conference ECML-PKDD 2023 Turin, Italy 18-22.09.2023 Previous Editions 2022 2020 2019 2018 2017 2016 2015 2014 2013 2012	chrome_reader_mode Call for Papers visibility_off location_on Locations & Dates date_range file_upload Submission Instructions info_outline event_available Technical Program code people_outline Program Committee chrome_reader_mode person_outline Organizing Committee people_outline chrome_reader_mode Post-Proceedings visibility

Call for Papers

• Modern automatic systems are able to collect huge volumes of data, often with a complex structure (e.g. multi-table data, semi-structured data, web data, time series and sequences, graphs and trees).
• The massive and complex data pose new challenges for current research in Knowledge Discovery and Data Mining. They require new methods for storing, managing and analyzing them by taking into account various complexity aspects: Complex structures (e.g. multi-relational, time series and sequences, networks, and trees) as input/output of the data mining process; Massive amounts of high dimensional data collections flooding as high-speed streams and requiring (near) real time processing and model adaptation to concept drifts; New application scenarios involving security issues, interaction with other entities and real-time response to events triggered by sensors.
• The purpose of the workshop is to bring together researchers and practitioners of data mining and machine learning interested in analysis of complex data.
• We welcome submissions focusing on recent advances and latest developments in the analysis of complex and massive data sources such as blogs, event or log data, medical data, spatio-temporal data, social networks, mobility data, sensor data and streams. Submissions discussing and introducing new algorithmic foundations and representation formalisms in complex pattern discovery are also welcome. We encourage submissions from the areas of statistics, machine learning and big data analytics, which present techniques that take advantage of the informative richness of complex massive data for efficiently and effectively identifying new patterns.
• Finally, submissions describing preliminary, promising studies and recently accepted papers are also welcome.

Topics of Interest

• Foundations on pattern mining, pattern usage, and pattern understanding
• Mining stream, time-series and sequence data
• Mining networks and graphs
• Mining biological data
• Mining dynamic and evolving data
• Mining environmental and scientific data
• Mining heterogeneous and ubiquitous data
• Mining multimedia data
• Mining multi-relational data
• Mining semi-structured and unstructured data
• Mining spatio-temporal data
• Mining big data
• Social media analytics
• Ontology and metadata
• Privacy preserving data mining
• Semantic web and Knowledge databases
• Data Mining for Cybersecurity

Locations & Dates

Locations

• Turin, Italy

Dates

• Paper submission deadline: Monday, 12th June 2023 Sunday, 18th June 2023
• Acceptance notification: Wednesday, 12th July 2023
• Workshop date: 18th, September 2023

Submission Instructions

• Authors are invited to submit electronically original research and abstract papers in Portable Document Format (PDF) format. Research papers should be at most 12 pages long whereas extended abstracts should be at most 8 pages long. Papers must be written in English. Paper should be submitted in PDF form via NFMCP 2023 Online Submission System. Acceptance will be based on relevance, technical soundness, originality, and clarity of presentation. Papers must be formatted using the Communications in Computer and Information Science (CCIS) style available at: CCIS

• All submissions have to be submitted electronically via Microsoft CMT.

• 1st step: login here https://cmt3.research.microsoft.com

• 2nd step: click submission link https://cmt3.research.microsoft.com/ECMLPKDDworkshop2023/Submission/Index

• 3rd step: click on "+ Create new submission…" button
• 4th step: select "New Frontiers in Mining Complex Patterns"

• The Workshops and Tutorials will be included in a joint Post-Workshop proceeding published by Springer Communications in Computer and Information Science, in 1-2 volumes, organised by focused scope and possibly indexed by WOS. CCIS web page We suggest workshop papers are prepared and submitted in the format: Paper Template

Post-Proceedings

• Springer is planning to publish in a post-workshop proceedings at CCIS.

• For those authors who wish to opt-in and which to include their contribution in these proceedings, the deadline for providing the files and the authors' signed copyright form is on the 1st of October 2023.

• Copyright form

• After the conference, because proceedings will be published after the conference and will appear 6 months afterwards.

Technical Program

Monday September 18rd

9:50am-10:00am	Opening. Welcome to NFMCP2023
10:00am-10:20am	Antonio Pellicani, Gianvito Pio, Sašo Džeroski, Michelangelo Ceci	Real-time Anomaly Prediction from Cryptocurrency Time Series
10:20am-10:40am	Elzbieta Kubera, Alicja Wieczorkowska, Krystyna Piotrowska-Weryszko, Agata Konarska, Agnieszka Kubik-Komar	Towards Automation of Pollen Monitoring - Dealing with the Background in Pollen Trap Images
10:40am-11:00am	Malik Mohammad AL-Essa, Giuseppina Andresini, Annalisa Appice, Donato Malerba	Striving for Simplicity in Deep Neural Models Trained for Malware Detection
11:00am-11:30am	Coffee Break
11:30am-11:50am	Harsh Shrivastava, Urszula Chajewska	Neural Graph Revealers
11:50am-12:10am	Angelo Impedovo, Giuseppe Rizzo	On the Effectiveness of Non-negative Matrix Factorization for Text Open-set Recognition
12:10am-12:30am	Simona Fioretto, Enea V Napolitano, Elio Masciari	A Joint Analysis of Trajectory Mining and Process Mining for Smartphone User Behaviour
13:00am	Lunch




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Program Committee

• Malik AL-Essa, University of Bari Aldo Moro, Italy

• Giuseppina Andresini, University of Bari Aldo Moro, Italy

• Michelangelo Ceci, University of Bari Aldo Moro, Italy

• Roberto Corizzo, American University, Washington, D.C.

• Annunziata D'Aversa, University of Bari Aldo Moro, Italy

• Pasquale De Marinis, University of Bari Aldo Moro, Italy

• Bettina Fazzinga, ICAR-CNR, Italy

• Simona Fioretto, University of Naples Federico II, Italy

• Daniela Gallo, University of Salento, Italy

• Dragi Kocev, Jožef Stefan Institute, Slovenia

• Angelica Liguori, University of Calabria, Italy

• Simone Mungari, ICAR-CNR, Italy

• Enea Napolitano, University of Naples Federico II, Italy

• Vincenzo Pasquadibisceglie, University of Bari Aldo Moro, Italy

• Antonio Pellicani, University of Bari Aldo Moro, Italy

• Ruggero G. Pensa, University of Torino, Italy

• Gianvito Pio, University of Bari Aldo Moro, Italy

• Francesco S. Pisani, ICAR-CNR, Italy

• Stefano Polimena, University of Bari Aldo Moro, Italy

• Raffaele Scaringi, University of Bari Aldo Moro, Italy

• Gennaro Vessio, University of Bari Aldo Moro, Italy

• Alicja Wieczorkowska, Polish-Japanese Academy of Information Technology, Poland

• Gianluca Zaza, University of Bari Aldo Moro, Italy




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Organizing Committee

• Graziella De Martino - Università degli Studi di Bari Aldo Moro, Italy
• Elio Masciari - University Federico II of Naples, Italy
• Paolo Mignone - Università degli Studi di Bari Aldo Moro, Italy
• Ettore Ritacco - Consiglio Nazionale delle Ricerche, Italy
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