posted by user: perikos || 772 views || tracked by 7 users: [display]

CIMA 2018 : 8th International Workshop on Combinations of Intelligent Methods and Applications


When Nov 5, 2018 - Nov 7, 2018
Where Volos, Greece
Submission Deadline Aug 8, 2018
Categories    artificial intelligence   machine learning   data mining   intelligent systems

Call For Papers

The combination of different intelligent methods is a very active research area in Artificial Intelligence (AI). The aim is to create integrated or hybrid methods that benefit from each of their components. It is generally believed that complex problems can be easier solved with such integrated or hybrid methods. Some of the existing efforts combine what are called soft computing methods (fuzzy logic, neural networks and evolutionary algorithms) either among themselves or with more traditional AI technologies such as logic and rules. Another stream of efforts integrates case-based reasoning and machine learning with soft computing and traditional AI methods. Yet another integrates agent-based approaches with logic and non-symbolic approaches. Some of the combinations have been quite important and have been more extensively used, like neuro-symbolic methods, neuro-fuzzy methods and methods combining rule-based and case-based reasoning. However, there are other combinations that are still under investigation, such as those related to semantic web and deep learning as well as to swarm intelligence algorithms. In some cases, combinations are based on first principles, but in most cases, they are created in the context of specific applications.

The Workshop is intended to become annual forum for exchanging experience and ideas among researchers who are dealing with combining intelligent methods either based on first principles or in the context of specific applications. Topics of interest include (but not limited to) the following:

Topics of interest include (but are not limited to) the following:

-Bayesian Networks
-Case-Based Reasoning
-Deep Learning
-Ensemble learning, Ensemble methods
-Evolutionary Algorithms
-Evolutionary Neural Systems
-Fuzzy-Evolutionary Systems
-Hybrid Approaches for the Web
-Hybrid Knowledge Representation Approaches & Systems
-Hybrid and Distributed Ontologies
-Information Fusion Techniques
-Integrations of Neural Networks
-Intelligent Agents Integrations
-Integrations of Statistical and Symbolic AI Approaches
-Intelligent Agents Integrations
-Machine Learning Combinations
-Neuro-Fuzzy Approaches/Systems
-Reinforcement learning
-Semantic Web Technologies Integrations
-Swarm intelligence methods & integrations
~Agents & Multi-agent Systems
~Big Data
~Biology, Computational Biology & Bioinformatics
~Decision Support and Recommender systems
~Economics, Business and Forecasting Applications
~Education & Distance Learning
~Industrial & Engineering applications
~Medicine & Health Care
~Multimodal Human Computer Interaction
~Natural language Processing and Understanding
~Planning, Scheduling, Search & Optimization
~Social Networks

Related Resources

ACML 2018   The 10th Asian Conference on Machine Learning
EMNLP 2018   2018 Conference on Empirical Methods in Natural Language Processing
AAAI 2019   National Conference on Artificial Intelligence
ACIIDS 2018   10th Asian Conference on Intelligent Information and Database Systems
ICPRAM 2019   8th International Conference on Pattern Recognition Applications and Methods
WSDM 2019   WSDM 2019: The 12th ACM International Conference on Web Search and Data Mining
ISCSAI 2018   2018 International Symposium on Computer Science and Artificial Intelligence
ICITA 2019   International Conference on Information Technology and Applications
ICAART 2019   11th International Conference on Agents and Artificial Intelligence
FMCAD 2018   International Conference on Formal Methods in Computer-Aided Design