DADE 2017 : Special Session on Deployment Areas of Dynamic Environments
Call For Papers
You are cordially invited to submit your paper to DADE 2017 Deployment Areas of Dynamic Environments
http://inista.org/ss/DADE2017.pdf 3-5 July in Gdynia, Poland
Short description (objectives):
In real world a great majority of processes are time-dependant by nature.
Therefore, methodologies of processing data and information in dynamic environments are widely studied. In particular, application areas like for instance in business, medicine, or smart cities are expanding rapidly such that the trend creates the challenge for research community to build new infrastructure aimed at meeting the innovative requirements.
One of the fundamental goals in computational intelligence is to achieve the ability to effective computer-assisted learning from noisy, uncertain and incomplete data in order to adapt to constantly changing environments.
Examples of such dynamic environments, which require some well-defined and verified methods and tools, include Internet of Things networks and real-time systems. Substantial changes, concept drift and some newly emerging trends in dynamic environments can have an impact on the increasing number of imprecise predictive methods, the rate of false alarms and consequently it may influence the systems performance and/or security.
The special session aims at presenting novel approaches to learning and adaptation to dynamic environments both from theoretical and practical application-oriented perspective.
This Special Session is intended to provide a forum for researchers in this area to exchange new ideas. So that we encourage the research community to submit their work in progress, concept papers, position papers, case studies, reports, review papers to present innovative ideas that can provoke a discussion and provide a feedback to the session participants, initiate collaborations and stimulate some creative thinking about promising research trends
List of topics:
- Real-time systems
- Concept drift identification
- Methodologies/algorithms/techniques for learning in dynamic environments
- Dynamic environment optimization algorithms
- Incremental e-learning, lifelong learning, cumulative learning
- Mobile robots in a dynamic environment
- Machine learning under concept drift and class imbalance
- Change-detection and anomaly-detection algorithms
- Dynamic cloud applications in PaaS (Platform as a Service) models
- Decision support systems working in real-time
- Predictive information-mining approaches
- Dynamical nature of Web information search including Deep Web layers
- Machine learning scenarios following parametric dataflow
- Simultaneous machine translation systems
- Streaming media
- Geolocalization systems
- RSS-based positioning
- Real-Time traffic data services including emergency services
- 5G communication in Smart cities
- Remote sensing data processing
- Instant messaging paradigms
- Cognitive-inspired approaches to adaptation and learning
- Internet of Things
- Applications of change/anomaly detection, such as:
o adaptive/Intelligent systems
o fraud detection
o fault detection
o network-intrusion detection and security
o intelligent sensor networks
o statistical analysis of time series
o security challenges in the area of Internet of Things (IoT)
Jolanta Mizera-Pietraszko, Opole University, Poland
Grzegorz Kołaczek, Wrocław University of Technology, Poland
Ronald R. Yager, Machine Intelligence Institute, IONA College, USA
Submission of papers: 1 March 2017
Notification of acceptance: 15 April 2017
Camera-ready papers: 30 April 2017
Registration & payment: 15 May 2017
Conference date: 3-5 July 2017
All contributions should be original and not published elsewhere or intended to be published during the review period. Authors are invited to submit their papers electronically in pdf format, through EasyChair. All the special sessions are centralized as tracks in the same conference management system as the regular papers. Therefore, to submit a paper please activate the following link and select the track:
DADE 2017: Special Session on Deployment Areas of Dynamic Environments:
Paper format: Papers must be prepared using IEEE templates for conference proceedings.
Page limit: The maximum page limit is 6 inclusive of figures and tables.
INISTA will offer the option to buy limited number of extra pages for submission.
For details please contact:
Dr Jolanta Mizera-Pietraszko