posted by user: sparse || 2100 views || tracked by 6 users: [display]

INNSBDDL 2019 : INNS BIG DATA AND DEEP LEARNING 2019

FacebookTwitterLinkedInGoogle

Link: https://innsbddl2019.org/
 
When Apr 16, 2019 - Apr 18, 2019
Where GENOA, ITALY
Submission Deadline Oct 31, 2018
Notification Due Dec 31, 2018
 

Call For Papers

###########################################################
CALL FOR PAPERS

INNS BIG DATA AND DEEP LEARNING 2019
April 16 - 18, SESTRI LEVANTE, GENOA, ITALY, 1618

Website: https://innsbddl2019.org/

######################Description###########################
The 2019 INNS Big Data and Deep Learning (INNSBDDL 2019) conference will be held in Sestri Levante, Italy, April 16 – 18, 2019. The conference is organized by the International Neural Network Society, with the aim of representing an international meeting for researchers and other professionals in Big Data, Deep Learning and related areas. It will feature invited plenary talks by world renowned speakers in the area, in addition to regular and special technical sessions with oral and poster presentations. Moreover, workshops and tutorials will also be featured.

#######################IMPORTANT DATES######################
* Deadline for submission of tutorial and workshop proposals: August 31, 2018
* Notification of tutorial and workshop proposals: September 30, 2018
* Deadline of full paper submission: EXTENDED November 18, 2018
* Notification of paper acceptance: December 31, 2018
* Camera-ready submission: January 31, 2019
* Early registration deadline: January 15, 2019
* Registration deadline: January 31, 2019
* Conference date: April 16 - 18, 2019
#############################################################

##########################SCOPE##############################
We solicit both solid contributions or preliminary results which show the potentiality and the limitations of new ideas, refinements, or contaminations in any aspect of Big Data and Deep Learning. Both theoretical and practical results are welcome.

Example topics of interest includes but is not limited to the following:

Big Data Science and Foundations
* Novel Theoretical Models for Big Data
* New Computational Models for Big Data
* Data and Information Quality for Big Data

Big Data Mining
* Social Web Mining
* Data Acquisition, Integration, Cleaning, and Best Practices
* Visualization Analytics for Big Data
* Computational Modeling and Data Integration
* Large-scale Recommendation Systems and Social Media Systems
* Cloud/Grid/StreamData Mining
* Big Velocity Data
* Link and Graph Mining
* Semantic-based Data Mining and Data Preprocessing
* Mobility and Big Data
* Multimedia and Multistructured Data-Big Variety Data

Modern Practical Deep Networks
* Deep Feedforward Networks
* Regularization for Deep Learning
* Optimization for Training Deep Models
* Convolutional Networks
* Sequence Modeling: Recurrent and Recursive Nets
* Practical Methodology

Deep Learning Research
* Linear Factor Models
* Autoencoders
* Representation Learning
* Structured Probabilistic Models for Deep Learning
* Monte Carlo Methods
* Confronting the Partition Function
* Approximate Inference
* Deep Generative Models

####################PROCEEDINGS & SPECIAL ISSUE####################
Works submitted as a regular paper will be published in a serie indexed by Scopus. Submitted papers will be reviewed by some PC members based on technical quality, relevance, originality, significance and clarity. At least one author of an accepted submission should register to present their work at the conference. Selected papers presented at INNS BDDL 2019 will be included in special issues of top journals in the field (prospected journals: Big Data Research, Transaction on Neural Networks and Learning System, Neurocomputing, etc).
###################################################################

Related Resources

DLIS 2022   Deep Learning for IoT Security - Frontiers in Big Data Journal
MLDM 2022   18th International Conference on Machine Learning and Data Mining
SoCAV 2022   2022 International Symposium on Connected and Autonomous Vehicles (SoCAV 2022)
ICDM 2022   22th Industrial Conference on Data Mining
ICADCML 2022   3rd International Conference on Advances in Distributed Computing and Machine Learning - 2022
ISC HPC 2021   ISC HIGH PERFORMANCE 2021 DIGITAL
BDIoT 2021   5th International Conference on Big Data and Internet of Things - BDIoT’21
XSA 2021   Explainable Deep Learning for Sentiment Analysis
Bio-inspired Deep Learning 2021   Bio-inspired Deep Learning Image and Signal Processing Pipelines in Medical Oncology - PeerJ
SENSORS Special Issue 2022   'Next Generation of Secure and Resilient Healthcare Data Processing'