CENTERIS - International Conference on ENTERprise Information Systems



DatSA’22 - Workshop on Data Science and Analytics: methods, tools, and applications

Workshop to be held in conjunction with CENTERIS - International Conference on ENTERprise Information Systems.
Already in its fourteenth edition, the conference will be held in Lisboa, Portugal, from 9 to 11 of November 2022.

AIS Affiliated Conference | http://centeris.scika.org

Workshop Chair

André Carvalho, Polytechnique Institute of Cávado and Ave, Portugal
António Rocha, Polytechnique Institute of Cávado and Ave, Portugal
Hélio Castro, Polytechnic Institute of Porto & INESC TEC - Instituto de Engenharia de Sistemas e Computadores, Tecnologia e Ciência, Portugal

Workshop Description

The Workshop on Data Science and Analytics: methods, tools and applications aims to bring together leading academic scientists and researchers to exchange and share their experiences and research results on all aspects of Data Science and Analytics methods, tools, and applications. The workshop provides an interdisciplinary platform to present and discuss the latest trends, innovations as well as practical challenges and solutions in the field.

Workshop Topics and Areas of Interest

Original research papers, case studies, software tools and exhaustive surveys in the following research areas are welcome to be presented in this workshop. The topics include, but not limited to, the following:

1. Methods and tools
- Bayesian Learning
- Big Data and Data Mining
- Computational intelligence
- Cyber-physical systems
- Data quality
- Data visualization
- Decision support systems
- Decision under uncertainty
- Deep Learning
- Descriptive and Inferential Statistics
- Edge computing
- Evaluation, explanation, visualization, and presentation techniques
- Expert Systems
- Industrial internet of things
- Infrastructures, and systems
- IoT data analytics and Big Data 
- Large-scale processing and distributed/parallel computing
- Machine Learning
- Multi-criteria Systems
- Optimization models
- Quantitative & Qualitative Methods

2. Applications to:
- Business
- Data-driven enterprise
- Energy efficiency
- Finance
- Health
- Industry 4.0
- Insurance
- Logistics
- Manufacturing
- Organizational learning
- Predictive analytics in manufacturing
- Predictive maintenance
- Project and product design
- Risk analysis and assessment
- Smart cities
- Smart manufacturing
- Social innovation
- Statistical Process Control
- Supply chain
- Sustainability
- Tourism
- Transportation

3. Surveys and reviews


Workshop Scientific Committee

(Not completed)
Ahmed Elragal, Luleå University of Technology, Sweden
Alexander P. Ryjov, Lomonosov Moscow State University, Russia
Alvaro Figueira, University of Porto, Portugal
André Carvalho, Polytechnic Institute of Cávado and Ave, Portugal
António Manuel Cunha, University of Trás-os-Montes e Alto Douro, Portugal
António Rocha, Polytechnic Institute of Cávado and Ave, Portugal
Carsten Kleiner, University of Applied Sciences\&Arts, Germany
Eitel Lauría, Marist College, USA
Filiz Ersöz, Karabük University, Turkey
Gilliean Lee, Lander University, USA
Hélio Castro, Polytechnic Institute of Porto & INESC TEC - Instituto de Engenharia de Sistemas e Computadores, Tecnologia e Ciência, Portugal
Ivan Izonin, Lviv Polytechnic National University, Ukraine
Jorge Marx Gómez, University of Oldenburg, Germany
Maria Manuela Cruz-Cunha, Polytechnic Institute of Cávado and Ave, Portugal
Mishall Al-Zubaidie, Thi-Qar University, Iraque
Moutaz Haddara, Kristiania University College, Norway
Nuno Datia, ISEL - Instituto Superior De Engenharia De Lisboa, Portugal
Paula Morais, Universidade Portucalense, Portugal
Paulo Jorge Reis Mourão, Universidade do Minho, Portugal
Rafael Teodósio Pereira, Federal University of Santa Maria, Brasil
Robert Pellerin, Polytechnique Montréal , Canada
Subhankar Mishra, National Institute of Science Education and Research / University of Florida, India
Tiago H. Moreira de Oliveira, NOVA IMS - Nova Information Management School, Portugal
Vasily Golubev, Moscow Institute of Physics and Technology, Russia
Yemna Sayeb, University of Manouba, Tunisia

Workshop Important Dates

Deadline for paper submission: May 31, 2022
Notification of acceptance/rejection: July 17, 2022
Revised version due date: Aug. 14, 2022
Conference: November 9-11, 2022

Submission Procedure

Please use the following link to submit your paper:

Submit workshop paper

Paper format

Manuscripts must be written in English. Each manuscript should not exceed the maximum number of pages predefined for each submission type, considering the format available:

Paper templates and guidelines.

  • Publications

    Authors of selected papers will be invited to extend their papers for publication in international journals and in edited books.

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