SCOPE
Knowledge Discovery is an interdisciplinary area focusing upon methodologies for identifying valid, novel, potentially useful and meaningful patterns from data, often based on underlying large data sets. A major aspect of Knowledge Discovery is data mining, i.e. applying data analysis and discovery algorithms that produce a particular enumeration of patterns (or models) over the data. Knowledge Discovery also includes the evaluation of patterns and identification of which add to knowledge. This has proven to be a promising approach for enhancing the intelligence of software systems and services. The ongoing rapid growth of online data due to the Internet and the widespread use of large databases have created an important need for knowledge discovery methodologies. The challenge of extracting knowledge from data draws upon research in a large number of disciplines including statistics, databases, pattern recognition, machine learning, data visualization, optimization, and high-performance computing, to deliver advanced business intelligence and web discovery solutions. Information retrieval (IR) is concerned with gathering relevant information from unstructured and semantically fuzzy data in texts and other media, searching for information within documents and for metadata about documents, as well as searching relational databases and the Web. Automation of information retrieval enables the reduction of what has been called "information overload". Information retrieval can be combined with knowledge discovery to create software tools that empower users of decision support systems to better understand and use the knowledge underlying large data sets. The primary focus of KDIR is to provide a major forum for the scientific and technical advancement of knowledge discovery and information retrieval.
CONFERENCE TOPICS
- Machine Learning
- Deep Learning
- Neural Networks
- Information Extraction
- Context Discovery
- Business Intelligence Applications
- Statistical Methods
- Data Analytics
- Data Reduction and Quality Assessment
- Interactive and Online Data Mining
- Mining Multimedia Data
- Mining Text and Semi-Structured Data
- Pre-Processing and Post-Processing for Data Mining
- Concept Mining
- Process Mining
- Web Mining
- Data Mining in Electronic Commerce
- Visual Data Mining and Data Visualization
- Knowledge Discovery in Databases
- Pattern Recogntion
- Feature Selection
- Clustering and Classification Methods
- User Profiling and Recommender Systems
- BioInformatics & Pattern Discovery
- Collaborative Filtering
- Software Frameworks
IC3K KEYNOTE SPEAKERS
Alexander Smirnov, SPIIRAS, Russian Federation
Manfred Reichert, Ulm University, Germany
PAPER SUBMISSION
Authors should submit a paper in English, carefully checked for correct grammar and spelling, addressing one or several of the conference areas or topics. Each paper should clearly indicate the nature of its technical/scientific contribution, and the problems, domains or environments to which it is applicable. To facilitate the double-blind paper evaluation method, authors are kindly requested to produce and provide the paper WITHOUT any reference to any of the authors, including the authors’ personal details, the acknowledgments section of the paper and any other reference that may disclose the authors’ identity.
Only original papers should be submitted. Authors are advised to read INSTICC's ethical norms regarding plagiarism and self-plagiarismthoroughly before submitting and must make sure that their submissions do not substantially overlap work which has been published elsewhere or simultaneously submitted to a journal or another conference with proceedings. Papers that contain any form of plagiarism will be rejected without reviews.
Authors can submit their work in the form of a Regular Paper, representing completed and validated research, or as a Position Paper, portraying a short report of work in progress or an arguable opinion about an issue discussing ideas, facts, situations, methods, procedures or results of scientific research focused on one of the conference topic areas. All papers must be submitted through the online submission platform PRIMORIS and should follow the instructions and templates that can be found under Guidelines and Templates. After the paper submission has been successfully completed, authors will receive an automatic confirmation e-mail.
PUBLICATIONS
All accepted papers will be published in the conference proceedings, under an ISBN reference, on paper and on digital support.
SCITEPRESS is a member of CrossRef (http://www.crossref.org/) and every paper on our digital library is given a DOI (Digital Object Identifier).
The proceedings will be submitted for indexation by Thomson Reuters Conference Proceedings Citation Index (CPCI/ISI), DBLP, EI (Elsevier Engineering Village Index), Scopus, Semantic Scholar, Google Scholar and Microsoft Academic.
IMPORTANT DATES
Conference Date: 2 - 4 November, 2020
Regular Papers
Paper Submission: May 19, 2020
Authors Notification: July 17, 2020
Camera Ready and Registration: July 31, 2020
Position Papers
Paper Submission: July 24, 2020
Authors Notification: September 2, 2020
Camera Ready and Registration: September 16, 2020
Workshops
Workshop Proposal: June 9, 2020
Doctoral Consortium
Paper Submission: September 8, 2020
Authors Notification: September 22, 2020
Camera Ready and Registration: September 30, 2020
Special Sessions
Special Session Proposal: June 9, 2020
Tutorials
Tutorial Proposal: September 22, 2020
Demos
Demo Proposal: September 22, 2020
Panels
Panel Proposal: September 22, 2020
SECRETARIAT
KDIR Secretariat
Address: Avenida de S. Francisco Xavier, Lote 7 Cv. C
2900-616 Setúbal - Portugal
Tel.: +351 265 520 185
Fax: +351 265 520 186
e-mail: [email protected]
Web: http://www.kdir.ic3k.org
VENUE
Available soon.
IC3K CONFERENCE CHAIR
Joaquim Filipe, Polytechnic Institute of Setúbal / INSTICC, Portugal
PROGRAM CHAIR
Ana Fred, Instituto de Telecomunicações and University of Lisbon, Portugal
PROGRAM COMMITTEE MEMBERS
Muhammad Abulaish, South Asian University, India
Ayan Acharya, CognitiveScale Inc., United States
Amir Ahmad, United Arab Emirates University, United Arab Emirates
Mayer Aladjem, Ben-Gurion University of the Negev, Israel
Jamil Alshaqsi, Sultan Qaboos University, Oman
Maria Aramburu Cabo, University Jaume I, Spain
Eva Armengol, IIIA CSIC, Spain
Dulce B. Ponceleon, IBM Almaden Research Center, United States
Kerstin Bach, Norwegian University of Science and Technology (NTNU), Norway
Vladimir Bartik, Brno University of Technology, Faculty of Information Technology, Czech Republic
Isabelle Bichindaritz, SUNY at Oswego, United States
Gloria Bordogna, CNR - National Research Council, Italy
Amel Borgi, Université de Tunis El Manar, Institut Supérieur d’Informatique, LIPAH, Tunisia
Pavel Brazdil, University of Porto, Portugal
Ivana Burgetová, Faculty of Information Technology, Czech Republic
Yi Cai, South China University of Technology, China
Rui Camacho, Faculdade de Engenharia da Universidade do Porto, Portugal
Jesús Carrasco-Ochoa, INAOE, Mexico
Arnaud Castelltort, LIRMM, France
Chien-Chung Chan, University of Akron, United States
Keith Chan, The Hong Kong Polytechnic University, Hong Kong
Hongshu Chen, Beijing Institute of Technology, China
Zhiyuan Chen, University of Maryland Baltimore County, United States
Chien Chen, National Taiwan University College of Management, Taiwan, Republic of China
Patrick Ciarelli, Universidade Federal do Espírito Santo, Brazil
Paulo Cortez, University of Minho, Portugal
Luis M. de Campos, University of Granada, Spain
Emanuele Di Buccio, University of Padua, Italy
Thanh-Nghi Do, College of Information Technology, Can Tho University, Vietnam
Antoine Doucet, University of La Rochelle, France
J. Stephen Downie, University of Illinois Urbana Champaign, United States
Markus Endres, University of Augsburg, Germany
Deniz Erdogmus, Northeastern University, United States
Iaakov Exman, The Jerusalem College of Engineering - JCE - Azrieli, Israel
Thiago Ferreira Covões, Universidade Federal do ABC, Brazil
Elisabetta Fersini, University of Milano-Bicocca, Italy
Philippe Fournier-Viger, University of Moncton, Canada
Panorea Gaitanou, Universidad de Alcala, Spain
Emmanouel Garoufallou, International Hellenic University, Greece
Susan Gauch, University of Arkansas, United States
Nuno Gonçalves, Superior School of Technology, Polithecnical Institute of Setúbal, Portugal
Alfonso Gonzalez Briones, University of Salamanca, Spain
Marco Gori, Universita degli Studi di Siena, Italy
Miguel Angel Guevara Lopez, University of Minho, Portugal
Yike Guo, Imperial College London, United Kingdom
Hicham Hajj-Hassan, CNRS-L, Lebanon
Jennifer Harding, Loughborough University, United Kingdom
Beatriz de la Iglesia, University of East Anglia, United Kingdom
Ahmedul Kabir, University of Dhaka, Bangladesh
Mouna Kamel, IRIT, France
Ron Kenett, Samuel Neaman Institute, Technion, Israel
Margita Kon-Popovska, Ss Cyril and Methodius University, Macedonia, The Former Yugoslav Republic of
Donald Kraft, Colorado Technical University, United States
Andrew Kusiak, The University of Iowa, United States
Nuno Lau, Universidade de Aveiro, Portugal
Anne Laurent, Lirmm, Montpellier University, France
Teerapong Leelanupab, King Mongkut’s Institute of Technology Ladkrabang, Thailand
Carson Leung, University of Manitoba, Canada
Rory Lewis, University of Colorado, United States
Bohan Li, Nanjing University of Aeronautics and Astronautics (NUAA), China
Carla Limongelli, Roma Tre University, Italy
Jerry Chun-Wei Lin, Western Norway University of Applied Sciences, Norway
Michel Liquiere, University of Montpellier II, France
Jun Liu, University of Ulster, United Kingdom
Giovanni Livraga, Universita degli Studi di Milano, Italy
Jose Luna, University of Cordoba, Spain
Xiujun Ma, Peking University, China
Jose Macedo, Federal University of Ceara, Brazil
Juan Manuel Corchado, University of Salamanca, Spain
Ricardo Marcacini, University of São Paulo, Brazil
Mamoun Mardini, University of Florida, United States
J. Martínez-Trinidad, Instituto Nacional de Astrofísica, Óptica y Electrónica, Puebla, Mexico
Sérgio Matos, University of Aveiro, Portugal
Edson Matsubara, UFMS, Brazil
Debora Medeiros, Universidade Federal do ABC, Brazil
Dulani Meedeniya, University of Moratuwa, Sri Lanka
Misael Mongiovi, Università di Catania, Italy
Stefania Montani, Piemonte Orientale University, Italy
Manuel Montes y Gómez, INAOE, Mexico
Eduardo Morales, INAOE, Mexico
Gianluca Moro, Università di Bologna, Italy
Davide Moroni, Institute of Information Science & Technologies (ISTI)-CNR, Italy
Yashar Moshfeghi, University of Strathclyde, United Kingdom
Engelbert Nguifo, LIMOS, Université Clermont Auvergne, France
Bruno Nogueira, Federal University of Mato Grosso do Sul, Brazil
Mitsunori Ogihara, University of Miami, United States
Márcia Oliveira, Universidade Federal do Espírito Santo, Brazil
José Oliveira, University of Aveiro, DETI/IEETA, Portugal
Elias Oliveira, Universidade Federal do Espirito Santo, Brazil
Fabrício Olivetti de França, Universidade Federal do ABC, Brazil
Nicola Orio, Università degli Studi di Padova, Italy
Sarala Padi, National Institute of Standards and Technology, United States
NhatHai Phan, University of Oregon, United States
Alberto Pinto, LIAAD INESC TEC and Faculty of Sciences, University of Porto, Portugal
Giovanni Ponti, ENEA, DTE-ICT-HPC - Portici Research Center, Italy
Alfredo Pulvirenti, University of Catania, Italy
Tho Quan, Ho Chi Minh City University of Technology, Vietnam
Zbigniew Ras, University of North Carolina at Charlotte, United States
Luís Reis, University of Porto, Portugal
Colm Riordan, National University of Ireland, Galway, Ireland
Carolina Ruiz, WPI, United States
Henryk Rybinski, Warsaw University of Technology, Poland
Ovidio Salvetti, National Research Council of Italy - CNR, Italy
Vasilis Samoladas, Technical University of Crete, Greece
Milos Savic, University of Novi Sad, Serbia
Filippo Sciarrone, Roma TRE University, Italy
Qiang Shen, Aberystwyth University, United Kingdom
Simeon Simoff, Western Sydney University, Australia
Andrzej Sluzek, Khalifa University, United Arab Emirates
Minseok Song, Pohang University of Science and Technology, Korea, Republic of
Manuel Striani, University of Piemonte Orientale, Alessandria, Italy
Atsuhiro Takasu, National Institute of Informatics, Japan
Ying Tan, Peking University, China
Marco Temperini, Sapienza University of Rome, Italy
Ulrich Thiel, Fraunhofer Gesellschaft, Germany
I-Hsien Ting, National University of Kaohsiung, Taiwan, Republic of China
Kar Toh, Yonsei University, Korea, Republic of
Juan-Manuel Torres-Moreno, Ecole Polytechnique de Montréal, Canada
Predrag Tosic, Washington State University, United States
Alicia Troncoso Lora, Pablo de Olavide University of Seville, Spain
Domenico Ursino, Università Politecnica delle Marche, Italy
Xing Wei, InMobi Inc., United States
Ronald Yager, Machine Intelligence Institute, Iona College, United States
JingTao Yao, University of Regina, Canada
Yiyu Yao, University of Regina, Canada
Justin Zhan, North Carolina A&T State University, United States
Yi Zhang, University of Technology Sydney, Australia
Yan Zhang, California State University, San Bernardino, United States
Wei Zhou, ESCP Europe, France
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