[agents] CFP: Scopus Indexed Book on Deep Learning Approaches in Operations Research

[Sanjay Misra]

[image: image.png][image: image.png][image:
deedcb0a-90d1-4a1d-ae69-f4797a919754.png]


*Call for Paper                           *

*Edited Book (Scopus Indexed*)**“Deep Learning Approaches in Operations
Research”*

*Introduction*

Operations Research traditionally relies on mathematical modeling and
optimization algorithms to solve complex problems. Operations Research (OR)
has long been a cornerstone in optimizing decision-making processes,
resource allocation, and efficiency improvements across diverse industries.
Deep Learning, a subset of machine learning inspired by the human brain's
neural networks, introduces a paradigm shift by enabling systems to learn
and make decisions from data. The synergy between these two fields holds
immense potential for addressing the intricate challenges faced by
industries today. In recent years, the integration of Deep Learning (DL)
techniques has emerged as a transformative force, pushing the boundaries of
what's possible within the realm of Operations Research. The edited book
entitled "Deep Learning Approaches in Operations Research" delves into the
multifaceted landscape of Deep Learning Approaches in Operations Research,
exploring their applications, challenges, and the promising avenues they
open for innovation.

*Overview*

We invite researchers and practitioners to contribute to a special issue
dedicated to the exploration of Deep Learning approaches in Operations
Research. This interdisciplinary collaboration aims to uncover novel
applications, methodologies, and insights at the intersection of deep
learning and operations research.

*Topics of Interest*

Authors are invited to submit their original and unpublished work. Topics
of interest for submission include the following themes and related sub
themes (but not limited):

·       Neural Network Architectures

·       Transfer Learning

·       Generative Adversarial Networks (GANs)

·       Natural Language Processing (NLP)

·       Reinforcement Learning

·       Explainable AI (XAI)

·       AutoML (Automated Machine Learning)

·       Time Series Prediction

·       Computer Vision

·       Unsupervised Learning

·       Healthcare Applications

·       Network Design and Routing

·       Edge Computing and IoT

·       Ethical AI

·       Robotics

·       Quantum Machine Learning

·       Supply Chain Optimization

·       Dynamic Resource Allocation

·       Queue Management

·       Dynamic Pricing

·       Predictive Maintenance in Operations

·       Energy Management in Facilities

·       Energy Consumption Optimization

·       Risk Management

·       Facility Layout Optimization

·       Quality Control

·       Network Optimization

·       Multi-objective Optimization

·       Human Resource Management

·       Game Theory in Operations

·       Smart Cities and Transportation

·       Smart Grid Optimization

·       Smart Maintenance for Transportation

·       Traffic Management in Logistics

·       Real Time Decision Support System

·       Asset Tracking and Optimization

·       Smart Warehousing

·       Workforce Management

·       Collaborative Robotics in Operations

·       Environmental Sustainability

·       Simulation and Modeling with Deep Learning

·       Case Studies and Applications in Real-World Scenarios

*Submission Guidelines*

·       Manuscripts should be submitted through email: sanjay.misra at ife.no
& till August 31st, 2024.

·       Formatting and using a journal template | Writing your paper |
(taylorandfrancis.com)
<https://authorservices.taylorandfrancis.com/publishing-your-research/writing-your-paper/formatting-and-templates/>

·       Papers must adhere to the formatting guidelines provided by Taylor
and francis/CRC Press website.

·       All submissions will undergo a rigorous peer-review process.


*Important Dates*

*Book Chapter Submission Deadline     *         :           August 31st,
2024

*First Round Notification                         *         :
September 10, 2024

*Revised Submission Due                     *            :
September 20, 2024

*Chapter Acceptance Decision             *            :
      September 25, 2024

*Camera Ready Submission Due            *         :           September 30,
2024

*Guest Editors*

*Prof. Sanjay Misra*

Institute For Energy Technology Halden, Norway

*Prof. (Dr.) Amit Jain*

Amity University Rajasthan, Jaipur, India

*Prof. (Dr.) Manju Kaushik*

Amity University Rajasthan, Jaipur, India

*Dr. Chitresh Banerjee*

Amity University Rajasthan, Jaipur, India

*Dr. Rakhi Mutha        *

Amity University Rajasthan, Jaipur, India

*Contact*

For inquiries and submission details, please contact

Prof Sanjay Misra                   sanjay.misra at ife.no



*Publication
*

Accepted book chapters will be published in the edited book entitled “Deep
Learning Approaches in Operations Research” ISBN 9781003466314 by Routledge
(Taylor and Francis).

We look forward to receiving your cutting-edge research on the integration
of deep learning and operations research.

Best regards,

*Guest Editor(s)*

*Edited Book “Deep Learning Approaches in Operations Research”*

*Routledge**, Taylor and Francis Group*
-------------- next part --------------
An HTML attachment was scrubbed...
URL: <https://lists.cs.umbc.edu/pipermail/agents/attachments/20240807/e098f77a/attachment-0001.html>
-------------- next part --------------
A non-text attachment was scrubbed...
Name: image.png
Type: image/png
Size: 8828 bytes
Desc: not available
URL: <https://lists.cs.umbc.edu/pipermail/agents/attachments/20240807/e098f77a/attachment-0003.png>
-------------- next part --------------
A non-text attachment was scrubbed...
Name: image.png
Type: image/png
Size: 9518 bytes
Desc: not available
URL: <https://lists.cs.umbc.edu/pipermail/agents/attachments/20240807/e098f77a/attachment-0004.png>
-------------- next part --------------
A non-text attachment was scrubbed...
Name: deedcb0a-90d1-4a1d-ae69-f4797a919754.png
Type: image/png
Size: 87990 bytes
Desc: not available
URL: <https://lists.cs.umbc.edu/pipermail/agents/attachments/20240807/e098f77a/attachment-0005.png>
-------------- next part --------------
A non-text attachment was scrubbed...
Name: CFP-Deep_Learning_Approaches_in_Operations_Research edited.pdf
Type: application/pdf
Size: 192401 bytes
Desc: not available
URL: <https://lists.cs.umbc.edu/pipermail/agents/attachments/20240807/e098f77a/attachment-0001.pdf>