Workshop on Intelligent Systems,
                  WINS 2022




    Online (Initially located in Chennai, India)
           22nd April – 24th April 2022.


Organized by Advanced Computing Research Society



                       Proceedings




                           Edited by
    Geetha Ganesan, Babita Pandey and Dakshina Ranjan Kisku
          c 2022 for the individual papers by the papers’ authors. Copyright Ⓧ
Copyright Ⓧ                                                                       c 2022 for
the volume as a collection by its editors. This volume and its papers are published under the
Creative Commons License Attribution 4.0 International (CC BY 4.0)
Preface

Editors of the Proceedings
   1. Dr. Geetha Ganesan
      President and CEO,
      Advanced Computing Research Society
      Chennai, Tamilnadu, India
      geetha@advancedcomputingresearchsociety.org

   2. Dr. Babita Pandey,
      Associate Professor, Department of Computer Science,
      Babasaheb Bhimrao Ambedkar University,
      (A Central University), Lucknow, Uttar Pradesh, India
      pandey.babita80@gmail.com

   3. Dr. Dakshina Ranjan Kisku,
      Associate Professor, Department of Computer Science and Engineering,
      NIT – Durgapur, West Bengal, India.
      drkisku@cse.nitdgp.ac.in

On the birth centenary of Geoff Tootill, we organized Tootill 100 – 6th International
Conference on Computing Sciences (ICCS 2022), during 22nd April 2022 to 24th
April 2022. Workshop on Intelligent Systems is a satellite event of ICCS 2022. The
workshop was originally scheduled to take place in Chennai, India, but was
eventually held online as a virtual meeting because of the COVID – 19 pandemic
and restrictions imposed by Government of India. Workshop was attended by 67
participants.

Intelligent Systems are systems that incorporate intelligence into applications
being handled by machines. They perform search and optimization along with
learning capabilities. Workshop on Intelligent Systems invited research work that
focus on the novel approaches, theoretical aspects, new algorithm development
and applications in the following areas of research.

   •   Multidimensional Artificial Intelligence
   •   Machine Vision and Information Exchange
   •   Applied Ambient Intelligence
   •   Soft computing and Applications
   •   Cognitive Computing and Theory
   •   Deep Learning Perspectives
   •   Crowd Sourcing and Collective Intelligence
   •   Pattern Recognition and Language Processing
   •   Optimization Approaches

We received 23 papers. 6 papers were rejected in the initial screening process. 18
papers were sent for peer review and 11 papers were accepted and presented in
this workshop. The papers were evaluated on the basis of completeness, relevance
to the workshop, originality, sufficiently novel, technically sound, structure and
presentation of the paper and adequate references to previous work. Every paper
was reviewed by 3 reviewers and the review comments were shared with the
authors for incorporating the suggestions and comments.

Workshop had participation from various countries – India, Peru, Australia, Iran,
Malta, USA, Morocco, Algeria, Canada, UAE and Norway.

We are thankful to the CEUR Workshop Proceedings (CEUR-WS.org) advisory
and management team for providing valuable guidance and for publishing this
conference proceedings. We thank all the Committee members for their valuable
inputs and time, for making this workshop very successful. We thank all the
authors and presenters for disseminating their research outcomes through this
workshop. We appreciate each and everyone involved to make this conference
meaningful.

Program Committee
Dr. Marimuthu Palaniswami, University of Melbourne, Australia
Dr. C. Mala, NIT-Tiruchirapalli, India
Dr. Dinesh Acharya, Manipal Institute of Technology, Manipal, India
Dr. S.M. Hosseini Bamakan, Yazd University, Iran
Dr. Lalit Garg, University of Malta, Malta
Dr. Narendra Kohli, Harcourt Butler Technical University, India
Dr. Renu Dhir, NIT-Jalandhar, India
Dr. Manik Sharma, DAV University, Jalandhar, India
Dr. Subhash C. Bagui, University of West Florida, USA
Dr. Yousef Farhaoui, University of Moulay Ismail, Morocco
Dr. Ayush Goyal, Texas A&M University Kingsville, USA
Dr. Djamel Saba, Renewable Energy Research Unit, Algeria
Dr. Hari Mohan Srivastava, University of Victoria, Canada
Dr. Hasan Al Marzouqi, Khalifa University, UAE
Dr. Jerry Chun-Wei Lin, Western Norway University of Applied Sciences, Norway
Dr. Jyh-haw Yeh, Boise State University, Idaho, USA
Dr. Priyadarshini Panda, Yale University, USA