Special Issue Information Special Issue Call for Paper Other Special Issues on this journal Closed Special Issues
Topical Collection on Effective and Efficient Deep Learning based Solutions

Topical Collection on Effective and Efficient Deep Learning based Solutions

Journal
Impact Score 5.45

OFFICIAL WEBSITE

Special Issue Information

Submission Deadline: 31-12-2020
Journal Impact Score: 5.45
Journal Name: Neural Computing and Applications
Publisher: Neural Computing and Applications
Journal & Submission Website: https://www.springer.com/journal/521

Special Issue Call for Papers

OVERVIEW

This Special Issue on Effective and Efficient Deep Learning based Solutions seeks for publications presenting new and extended applications of Deep Learning with a special focus on effectiveness and efficiency. Deep Learning has received a lot of attention in the past two decades. Although references to deep models appeared years before, it is in this century that the computational resources have allowed to use these models to solve very complex tasks. This process has not stopped. New advances are continuously presented to address even more complicated and challenging undertakings. However, the size and sophistication of recent models and tasks is constantly growing.In this Special Issue we put the focus on two fundamental characteristics necessary to extend and improve the use of Deep Learning architectures. On the one hand, we look forward for research addressing the efficiency of the models: novel paradigms and approaches to tackle computational resources restrictions limiting the application of these architectures. On the other hand, we also pursue research targeting the effectiveness of these architectures: novel and extended applications of Deep Learning going one step further and enabling to solve problems with robust performance.

TOPICS OF INTEREST

We invite the submission of high quality papers related to one or more of the following topics:

GUEST EDITORS

Dr. David Camacho  (Lead guest editor)Departamento de Sistemas Informáticos, Universidad Politécnica de Madrid, E-mail: [email protected]

Dr. Alejandro Martín, Departamento de Sistemas Informáticos, Universidad Politécnica de Madrid, E-mail: [email protected]

IMPORTANT DATES

Submission deadline:           31st December 2020Pre-screening notification:  15th January 2021First round notification:       15th April 2021Revision due:                         15th June 2021Final notification:                  15th July 2021Final Manuscript due:           15th September 2021

INSTRUCTIONS FOR MANUSCRIPTS

Paper submissions for the special issue should follow the submission format and guidelines (https://www.springer.com/journal/521/submission-guidelines).All the papers will be peer-reviewed following the NCA Journal reviewing procedures. Authors should select “Effective and Efficient Deep Learning Based Solutions” during the submission step 'Additional Information'.The submitted papers must provide original research that has not been published nor currently under review by other venues. Previously published conference papers should be clearly identified by the authors at the submission stage and an explanation should be provided about how such papers have been extended to be considered for this special issue. Extended conference contributions must have at least 80% difference from the original works (the authors must indicate the conference name and make the reference to the base conference paper).

Review process

Guest editors will make an initial determination of the suitability and scope of all submissions. Papers will be evaluated based on their originality, presentation, relevance and contributions, as well as their suitability to the special issue. Papers that either lack originality, clarity in presentation or fall outside the scope of the special issue will not be sent for review and the authors will be promptly informed in such cases.A Peer Review procedure will follow in order to perform an objective and robust review of all the manuscripts. Every manuscript will be sent to at least 3 international reviewers, with recognized experience in the field.

Closed Special Issues

Publisher
Journal Details
Closing date
G2R Score
Cybersecurity Applications of  Computational Intelligence

Cybersecurity Applications of Computational Intelligence

Neural Computing and Applications
Closing date: 01-10-2021 G2R Score: 5.45
Topical Collection on Emerging Trends in Artificial Intelligence and Machine Learning

Topical Collection on Emerging Trends in Artificial Intelligence and Machine Learning

Neural Computing and Applications
Closing date: 20-09-2021 G2R Score: 5.45
Topical Collection on IoT-based Health Monitoring System to handle Pandemic Diseases using Estimated Computing

Topical Collection on IoT-based Health Monitoring System to handle Pandemic Diseases using Estimated Computing

Neural Computing and Applications
Closing date: 30-07-2021 G2R Score: 5.45
Large Scale Neural Computing & Cybersecurity Opportunities Using Artificial Intelligence

Large Scale Neural Computing & Cybersecurity Opportunities Using Artificial Intelligence

Neural Computing and Applications
Closing date: 20-06-2021 G2R Score: 5.45
Topical Collection on Advances of Neural Computing phasing challenges in the era of 4th industrial revolution

Topical Collection on Advances of Neural Computing phasing challenges in the era of 4th industrial revolution

Neural Computing and Applications
Closing date: 20-06-2021 G2R Score: 5.45
Neural Computing Challenges and Applications for Industry 4.0

Neural Computing Challenges and Applications for Industry 4.0

Neural Computing and Applications
Closing date: 01-05-2021 G2R Score: 5.45
Topical Collection on Neural Computing for IOT based Intelligent Healthcare Systems

Topical Collection on Neural Computing for IOT based Intelligent Healthcare Systems

Neural Computing and Applications
Closing date: 30-04-2021 G2R Score: 5.45
Topical Collection on Cognitive-inspired Computing and Applications

Topical Collection on Cognitive-inspired Computing and Applications

Neural Computing and Applications
Closing date: 28-02-2021 G2R Score: 5.45
Topical Collection on Machine Learning for Big Data Analytics in Smart Healthcare Systems

Topical Collection on Machine Learning for Big Data Analytics in Smart Healthcare Systems

Neural Computing and Applications
Closing date: 15-02-2021 G2R Score: 5.45
Data Fusion in the era of Data Science: From Big Data to Even Bigger

Data Fusion in the era of Data Science: From Big Data to Even Bigger

Neural Computing and Applications
Closing date: 31-12-2020 G2R Score: 5.45
Topical Collection on Fuzzy inference, neuro-fuzzy, and emerging fuzzy hybridization systems

Topical Collection on Fuzzy inference, neuro-fuzzy, and emerging fuzzy hybridization systems

Neural Computing and Applications
Closing date: 31-12-2020 G2R Score: 5.45
Topical Collection on Effective and Efficient Deep Learning based Solutions

Topical Collection on Effective and Efficient Deep Learning based Solutions

Neural Computing and Applications
Closing date: 31-12-2020 G2R Score: 5.45
Topical Collection on Machine Learning for Security and Privacy: Advancing the state-of-the-art applications

Topical Collection on Machine Learning for Security and Privacy: Advancing the state-of-the-art applications

Neural Computing and Applications
Closing date: 31-12-2020 G2R Score: 5.45
Topical Collection on Human-in-the-loop Machine Learning and its Applications

Topical Collection on Human-in-the-loop Machine Learning and its Applications

Neural Computing and Applications
Closing date: 31-12-2020 G2R Score: 5.45
Topical Collection on LatinX in AI Research

Topical Collection on LatinX in AI Research

Neural Computing and Applications
Closing date: 31-12-2020 G2R Score: 5.45
Topical Collection on Multi-modal Information Learning and Analytics on Big Data

Topical Collection on Multi-modal Information Learning and Analytics on Big Data

Neural Computing and Applications
Closing date: 30-12-2020 G2R Score: 5.45
Topical Collection on Computational Intelligence-based Control and Estimation in Mechatronic Systems

Topical Collection on Computational Intelligence-based Control and Estimation in Mechatronic Systems

Neural Computing and Applications
Closing date: 15-12-2020 G2R Score: 5.45
Topical Collection on Deep Understanding of Big Geo-Social Data for Autonomous Vehicles

Topical Collection on Deep Understanding of Big Geo-Social Data for Autonomous Vehicles

Neural Computing and Applications
Closing date: 31-10-2020 G2R Score: 5.45
Topical Collection on New Trends in Bio-Inspired Computing for Deep Learning Applications

Topical Collection on New Trends in Bio-Inspired Computing for Deep Learning Applications

Neural Computing and Applications
Closing date: 30-10-2020 G2R Score: 5.45
Topical Collection in Neural Computing and Applications in Computer Vision and Image Processing (NCACVIP)

Topical Collection in Neural Computing and Applications in Computer Vision and Image Processing (NCACVIP)

Neural Computing and Applications
Closing date: 30-10-2020 G2R Score: 5.45
Topical Collection on ‘Babel Fish’ for Feature-driven Machine Learning: From Financial Services to Healthcare

Topical Collection on ‘Babel Fish’ for Feature-driven Machine Learning: From Financial Services to Healthcare

Neural Computing and Applications
Closing date: 28-10-2020 G2R Score: 5.45
Topical Collection on Deep Neuro-Fuzzy Analytics for Intelligent Big Data Processing in Smart Ecosystems

Topical Collection on Deep Neuro-Fuzzy Analytics for Intelligent Big Data Processing in Smart Ecosystems

Neural Computing and Applications
Closing date: 20-10-2020 G2R Score: 5.45
Topical Collection on New Trends of Neural Computing for Advanced Applications

Topical Collection on New Trends of Neural Computing for Advanced Applications

Neural Computing and Applications
Closing date: 30-09-2020 G2R Score: 5.45
Deep Learning for Biomedical and Healthcare Applications

Deep Learning for Biomedical and Healthcare Applications

Neural Computing and Applications
Closing date: 15-10-2017 G2R Score: 5.45
New Trends in data pre-processing methods for signal and image classification

New Trends in data pre-processing methods for signal and image classification

Neural Computing and Applications
Closing date: 30-09-2016 G2R Score: 5.45