posted by user: varan || 1127 views || tracked by 1 users: [display]

CNDPLA@ISDA 2013 : Special Session on Complex Networks: Data Processing and Log Analysis


When Dec 8, 2013 - Dec 10, 2013
Where Universiti Putra Malaysia, Malaysia
Submission Deadline Sep 30, 2013
Notification Due Oct 20, 2013
Final Version Due Nov 5, 2013

Call For Papers

*** SPECIAL SESSION - Complex networks: data processing and log analysis ***

13th International Conference on Intelligent Systems Design and Applications (ISDA)
Universiti Putra Malaysia, Malay
December 8-10, 2013

Rationale of the need and objective of the session
Modern applications like information systems, enterprise systems, e-commerce systems, e-learning or sensor networks, as well as monitoring applications and other systems produce a large amount of data. This data is usually stored as log file as various forms, from text-based data sources e.g. logs (pure text), through HTML, XML and other formats to semi-structured data sources, i.e. multimedia sources (images, audio or video files).

The main issue being addressed by researchers within the log files process and the log information pre-processing fields is the manipulation of large amounts of data obtained from logs and their clear and understandable interpretation and visualisation. This suggests the need for the use of big data tools (Hadoop, MapReduce, Yahoo S4 etc.) and the development of data reduction procedures specialised in large-scale network manipulation and visualisation. Extraction of complex networks from log files and further network analysis then requires the usage of various data mining methods focused on areas such as for example data clustering or pattern mining. Complex network could be used also for visualisation.

Session outline
The objective of this special session is to provide opportunity to researchers and practitioners to discuss interesting topics in complex networks and log mining area, to address the actual challenges and to share experiences and knowledge to tackle optimization issues of systems and applications from different perspectives.

Like previous years, we expect the ISDA 2013 proceedings to be published by IEEE subject to fulfilling of all quality requirements of IEEE. It is mandatory at least an author registers for every paper that is included in the conference proceedings. Proceedings will be made available during the conference. It will be indexed in databases like Scopus.

Specific topics of interest
The special session topics of interest are focused on technics, approaches, system design, applications of existing technics to solve problems in log analysis sphere and complex networks analysis and visualisation.

Recommended topics include but are not limited to the following:
- Log analysis
- Extraction patterns from log files
- Business process mining
- Sequence analysis
- Analysis of user behaviour
- Working with large log files and their pre-processing
- Effective large complex network visualisation
- Cloud data processing
- GPU and MPI parallel data processing
- Complex networks analysis
- Web 2.0 and complex networks
- Community structure analysis in networks
- Generation of complex networks
- Community detection in complex networks
- Complex network mining
- Dynamics and evolution patterns of complex networks
- Applications of complex network analysis
- Social networks, social network analysis
- Big data and complex networks
- Stream data and complex networks
- Complex networks compression

Papers must be submitted via the EasyChair conference system at;conf=isda13

Important Dates
Paper submission due: September 30, 2013 (extended)
Notification of paper acceptance: October 20, 2013 (extended)
Final manuscript due: November 05, 2013 (extended)
Registration and full payment due: November 05, 2013 (extended)

Reviewers panel
Milos Besta, Google, New York
Jiří Dvorský, VSB-Technical University of Ostrava, Czech Republic
Nashwa Mamdouh El-Bendary, Arab Academy for Science, Technology, and Maritime Transport, Egypt
Eyas El-Quwashme, Jordan University of Science and Technology, Jordan
Aboul Ella Hassanien, Cairo University, Egypt
Przemyslaw Kazienko, Wroclaw University of Technology, Poland
Jan Martinovič, VSB-Technical University of Ostrava, Czech Republic
Petr Musilek, University of Alberta, Canada
Suhail S. Owais, AL-Balaqa University, Jordan
Jaroslav Pokorný, Charles University in Prague, Czech Republic
Kateřina Slaninová, VSB-Technical University of Ostrava, Czech Republic
Václav SnṚel, VSB-Technical University of Ostrava, Czech Republic
Juan D. Velasquez, University of Chile, Santiago, Chile
Katarzyna Wegrzyn-Wolska, ESIGETEL, France
Fatos Xhafa, Universitat Politecnica de Catalunya, Spain
Ivan Zelinka, VSB-Technical University of Ostrava, Czech Republic

Kateřina Slaninová, VSB-Technical University of Ostrava, Czech Republic
Jan Martinovič, VSB-Technical University of Ostrava, Czech Republic
Václav Snᚹel, VSB-Technical University of Ostrava, Czech Republic

Contact the organizers at:

Related Resources

CEC2019 Special Session 51   CEC2019: Special Session CEC-51 on Evolutionary Algorithms For Complex Optimization in the Energy Domain
SmartICT 2019   The first international Conference on Smart Information & Communication Technologies
EMNLP-IJCNLP 2019   Conference on Empirical Methods in Natural Language Processing & International Joint Conference on Natural Language Processing 2019
RecSys 2019   13th ACM Conference on Recommender Systems
ICMLA 2019   18th IEEE International Conference on Machine Learning and Applications
Journal Special Issue 2019   Machine Learning on Scientific Data and Information
IEEE BigData 2019   IEEE International Conference on Big Data
KomIS@ACM-SAC 2019   ACM SAC 2019 - KomIS track: Application of AI and Big Data Analytics
COMML 2020   International Conference on Optimization, Metaheuristics and Machine Learning