The growth of data both structured and unstructured will present challenges as well as opportunities for industries and academia over the next few years. With the explosive growth of data volumes, it is essential that real-time information that is of use to the business can be extracted to deliver better insights to decision-makers, understand complex patterns etc. Computational Intelligence tools offer adaptive mechanisms that enable the understanding of data in complex and changing environments. The main building blocks of computational intelligence involve computational modelling of biological and natural intelligent systems, multi-agent systems, hybrid intelligent systems etc. The conference is expected to provide an opportunity for the researchers to meet and discuss the latest solutions, scientific results and methods in solving intriguing problems in the fields of Big Data Analytics, Intelligent Agents and Computational Intelligence. The conference programme will include workshops, special sessions and tutorials, along with prominent keynote speakers and regular paper presentations in parallel tracks.
The aim of BigDaCI’22 is to serve as a forum to present current and future work as well as to exchange research ideas in this field.
BigDaCI’22 invites authors to submit their original and unpublished work that demonstrate current research using big data analytics, computational intelligence and other intelligent computing techniques and their applications in science, technology, business and commerce.
BigDaCI’22 will focus on the following themes:
|Big Data Algorithms and Architectures
– Foundations of big data processing
– Programming Techniques
– Analytics and Metrics
– Representation Formats
– Cloud Computing Techniques
– Mobile and Pervasive Computing
– Data Management
– Data Quality
– Social Network
– Protection, Integrity and Privacy
– Distributed Data Mining
|Big Data Applications
– Web Intelligence
– Stock Market Analysis
– Scalable Cloud Data Management
– Privacy and Security
– Manufacturing and Supply Chains
– Earth Science
– Biomedical Informatics
– High dimensional data
– Social Networks
– B2B Marketing and Sales
– Sustainable development
– Advanced Manufacturing
|Computational Intelligent Frameworks for Big Data Processing
– Artificial Neural Networks and Learning methods
– Knowledge based systems
– Uncertainty management
– Global optimization methods
– Intelligent Control Systems
– Intelligent Internet Systems
– Intelligent Software Systems
– Parallel Computation
– Pattern Recognition
– Systems Modelling
– Web Mining
|Multi-Agent Systems: Models, Architectures and Applications
– Computational Complexity
– Mobile Agents
– Negotiation Strategies
– Security, Privacy and Trust
– Agent Applications, Technologies and Trends
– Agent Models and Architectures
– Web Agents
– Protocols and Standards
|Data Mining Topics and Applications
– Parallel and distributed data mining algorithms
– Data streams mining
– Graph mining
– Spatial data mining
– Text video, multimedia data mining
– Web mining
– Pre-processing techniques
– Security and information hiding in data mining
– Data Mining Applications
The Conference will be composed of several types of contributions:
- Full Papers – These include mainly accomplished research results and have 8 pages at the maximum (5,000 words).
- Short Papers – These are mostly composed of work in progress reports or fresh developments and have 4 pages at maximum (2,500 words).
- Reflection Papers – These might review recent research literature pertaining to a particular problem or approach, indicate what the findings suggest, and/or provide a suggestion – with rationale and justification – for a different approach or perspective on that problem. Reflection papers might also analyze general trends or discuss important issues in topics related to the conference. These have 4 pages at maximum (2,500 words).
- Posters / Demonstrations – These contain implementation information or work-in-progress and have two pages at maximum (1,250 words) besides the poster itself (or demonstration) that will be exposed at the conference.
- Tutorials – Tutorials can be proposed by scholars or company representatives. A proposal of maximum 250 words is expected.
- Panels – Discussions on selected topics will be held. A proposal of maximum 250 words is expected.
- Invited Talks – These will be made of contributions from well-known scholars and company representatives. An abstract will be included in the conference proceedings.
- Doctoral Consortium – A Doctoral Consortium will discuss in group, individual projects and on going work of PhD students. Prospective students should send a report of their PhD projects and work so far with a maximum of 4 pages (2,500 words).
- Corporate Showcases & Exhibitions – The former enables Companies to present recent developments and applications, inform a large and qualified audience of your future directions and showcase company’s noteworthy products and services. There will be a time slot for companies to make their presentation in a room. The latter enables companies the opportunity to display its latest offerings of hardware, software, tools, services and books, through an exhibit booth. For further details please contact the publicity chair – email@example.com .
This is a blind peer-reviewed conference.
– Submission Deadline (last call): 13 June 2022
– Notification to Authors (last call): 27 June 2022
– Final Camera-Ready Submission and Early Registration (1st call): until 22 April 2022
– Late Registration (1st call): after 22 April 2022
– Conference: 20 – 22 July 2022