Call for papers congreso IWINAC 2019, 2019/01/31

“Call for papers” del congreso IWINAC que se celebrará el 2019 en Almería, España. Los proceeedings (memorias) del congreso se publican en “Lecture Notes in Computer Science” de la editorial Springer-Verlag.

"We would like to cordially invite you to submit a paper for IWINAC 2019 Special Session on Machine Learning Methods applied to Big Data Analysis, Processing and Visualization

(MLBDAPV) https://www.dtic.ua.es/~jgarcia/IWINAC2019/

Almeria, Spain - 3-7 June, 2019  http://www.iwinac.org/iwinac2019/

Aims:

The amount of data available every day is not only enormous, but growing at an exponential rate. Over the last years there has been an increasing interest in using machine learning methods to analyse and visualize massive data generated from very different sources and with many different features: social networks, surveillance systems, smart cities, medical diagnosis, business, cyberphysical systems or media digital data. This special session is designed to serve researchers and developers to publish original, innovative and state-of-the art machine learning algorithms and architectures to analyse and visualize large amounts of data.

This special session provides a platform for academics, developers, and industry-related researchers belonging to the vast communities of *Big Data*, *Machine Learning*, *Pattern Recognition*, *Visualization*,*Media Digital Data*, and many others, to discuss, share experience and explore traditional and new areas of Data analysis, processing or visualization and machine learning combined to solve a range of problems. The objective of the workshop is to integrate the growing international community of researchers working on the application of Machine Learning applied to Big Data analysis, processing and visualization to a fruitful discussion on the evolution and the benefits of this technology to the society.

The topics of interest are those related with big data, but we are particularly interested in candidates who have conducted research in the theoretical or practical aspects of big data – algorithms, machine learning, deep learning, statistical learning methods applied to one or more domains – software engineering, media digital data, bio-informatics, health care, imaging and video, social networks, natural language processing and others. It can be identified by, but are not limited to, the following subjects:

Healthcare and medical diagnosis

Social network modelling

Financial risk assessment

Marketing and E-commerce

Multimedia data mining

Visual surveillance

Application Systems for Big Visual Data Understanding

Education data mining

Location big data mining

Intelligent transportation system

Web mining

Text mining

Sentiment analysis for social media

Network security

Smart cities

Smart government

Smart and cyberphysical devices

Approximate and randomized methods for subspace learning, classification and clustering on Big Data

Nonlinear learning techniques              

Distributed solutions for nonlinear big data processing and analysis

Deep methods for representation learning, clustering and classification on Big Data

Unsupervised and semi-supervised methods for Big Data

Data-driven techniques for representation learning, clustering and classification on Big Data

Big media data on the web and social networks

Big multimedia data (signal, 2D/3D image, video) analysis in medicine, science and engineering

Semantic visual analysis: human activity recognition, face/facial expression recognition, scene understanding, object detection and tracking, saliency detection

Big Media Data applications, including media data summarization, post-processing, search and retrieval, video surveillance, robotics

Big Media Data description, visualization and analytics

Big cross-media analytics

Important dates:

Paper Submission Deadline:

January 31, 2019

Paper acceptance notification date:

April 30, 2019

Conference:

June 3-7, 2019

Chairs:

José García-Rodríguez -University of Alicante (Spain)

Enrique Domínguez – University of Malaga (Spain)

David Tomás -University of Alicante (Spain)

Jaime Oswaldo Salvador Meneses - Universidad Central del Ecuador (Ecuador)

Zoila Ruiz - Universidad Central del Ecuador (Ecuador)

Contact:

Email: jgarcia@dtic.ua.es

Main Conference webpage: http://www.iwinac.org/iwinac2019/

Special session webpage: http://www.dtic.ua.es/~jgarcia/IWINAC2019/ ... "