Editors: Abhijit Banubakode, Sunita Dhotre, Chhaya S. Gosavi, G. S. Mate, Nuzhat Faiz Shaikh, Sandhya Arora

Artificial Intelligence, Machine Learning and User Interface Design

eBook: US $59 Special Offer (PDF + Printed Copy): US $115
Printed Copy: US $85
Library License: US $236
ISBN: 978-981-5179-61-3 (Print)
ISBN: 978-981-5179-60-6 (Online)
Year of Publication: 2024
DOI: 10.2174/97898151796061240101

Introduction

Artificial Intelligence, Machine Learning and User Interface Design is a forward-thinking compilation of reviews that explores the intersection of Artificial Intelligence (AI), Machine Learning (ML) and User Interface (UI) design. The book showcases recent advancements, emerging trends and the transformative impact of these technologies on digital experiences and technologies.

The editors have compiled 14 multidisciplinary topics contributed by over 40 experts, covering foundational concepts of AI and ML, and progressing through intricate discussions on recent algorithms and models. Case studies and practical applications illuminate theoretical concepts, providing readers with actionable insights. From neural network architectures to intuitive interface prototypes, the book covers the entire spectrum, ensuring a holistic understanding of the interplay between these domains.

Use cases of AI and ML highlighted in the book include categorization and management of waste, taste perception of tea, bird species identification, content-based image retrieval, natural language processing, code clone detection, knowledge representation, tourism recommendation systems and solid waste management.

Advances in Artificial Intelligence, Machine Learning and User Interface Design aims to inform a diverse readership, including computer science students, AI and ML software engineers, UI/UX designers, researchers, and tech enthusiasts.

Readership:

Computer science students, AI and ML software engineers, UI/UX designers, researchers, and tech enthusiasts.

Contributors

Editor(s):
Abhijit Banubakode
MET Institute of Computer Science, Bhujbal Knowledge City
Bandra Reclamation, Bandra (West)
Mumbai, Maharashtra
India


Sunita Dhotre
Department of Computer Engineering
Bharati Vidyapeeth (Deemed to be University)
College of Engineering
Pune, Maharashtra, India


Chhaya S. Gosavi
Department of Computer Engineering
MKSSS's Cummins College of Engineering for Women
Pune, Maharashtra
India


G. S. Mate
Department of Information Technology
JSPMs Rajarshi Shahu College of Engineering
Pune, Maharashtra
India


Nuzhat Faiz Shaikh
Department of Computer Engineering
M. E. S's Wadia College of Engineering
Pune, Maharashtra
India


Sandhya Arora
Department of Computer Engineering
MKSSS's Cummins College of Engineering for Women
Pune, Maharashtra
India




Contributor(s):
Abhijit Banubakode
MET Institute of Computer Science
Bhujbal Knowledge City, Bandra Reclamation, Bandra (West), Mumbai, Maharashtra
India
/
Shri Sant Gajanan Maharaj College of Engineering
Shegaon, Maharashtra-444203
India


Archana L. Rane
K. K. Wagh Institute of Engineering Education and Research
Nashik, Maharashtra
India


Ashok B. More
Department of Civil Engineering
D.Y. Patil College of Engineering, Akurdi
Maharashtra
India


Ajinkya Kunjir
Orium
Sault Ste. Marie
Ontario
Canada


Arjun Singh
Department of Computer Science and Engineering
Greater Noida Institute of Technology
Greater Noida
India


Arun Kumar Singh
Department of Computer Science and Engineering
Greater Noida Institute of Technology
Greater Noida
India


Amruta Bajirao Patil
Department of Electronics and Telecommunication Engineering
Symbiosis Institute of Technology SIT, Symbiosis International Deemed University SIU, Lavale
Pune-412115
India


Ashish Tripathi
School of Computing Science and Engineering
Galgotias University
Greater Noida
India


Chhaya S. Gosavi
Department of Computer Engineering
Cummins College of Engineering for Women, Pune
Maharashtra
India


Debam Bhattacharya
K. K. Wagh Institute of Engineering Education and Research
Nashik, Maharashtra
India


Hrushikesh Pathade
Modern Education Society’s College of Engineering
Pune
India


Krantee M. Jamdaade
Department of Data Science and Technology
K. J. Somaiya Institute of Management
Mumbai
India


Mahendra Deore
Department of Computer Engineering
Cummins College of Engineering for Women, Pune
Maharashtra
India


Mahesh Kumar Singh
Dronacharya Group of Institutions
Greater Noida-201306
Uttar Pradesh
India


Mrinal Rahul Bachute
Department of Electronics and Telecommunication Engineering
Symbiosis Institute of Technology SIT, Symbiosis International Deemed University SIU, Lavale
Pune-412115
India


Mrutunjay Biswal
Department of Data Science and Technology
K. J. Somaiya Institute of Management
Mumbai
India


Manoj Singhal
Department of Information Technology
G. L. Bajaj Institute of Technology and Management
Greater Noida
India


Nikhita Mangaonkar
Bharatiya Vidya Bhavan’s Sardar Patel Institute of Technology
Andheri-West, Mumbai
India


Nirmala Joshi
MET Institute of Management
Mumbai
India


Narendra M. Kandoi
Shri Sant Gajanan Maharaj College of Engineering
Shegaon, Maharashtra-444203
India


Omkar Domb
Modern Education Society’s College of Engineering
Pune
India


Pushpa Choudhary
School of Computing Science and Engineering
Galgotias University
Greater Noida
India


Pankaj Bhattacharjee
D.Y. Patil College of Engineering, Akurdi
Maharashtra
India


P.M. Shelke
Department of Information Technology
Vishwakarma Institute of Information Technology
Pune
India


Pragati Gupta
School of Computing Science and Engineering
Galgotias University
Greater Noida
India


R.N. Bhimanpallewar
Department of Information Technology
Vishwakarma Institute of Information Technology
Pune
India


Rutuja Ganage
Modern Education Society’s College of Engineering
Pune
India


Rajnesh Singh
School of Computing Science and Engineering
Galgotias University
Greater Noida
India


Siddharth Vats
Department of Biotechnology
IMS Engineering College
Ghaziabad
India


Sandeep Saxena
School of Computing Science and Engineering
Galgotias University
Greater Noida
India


Samruddhi Bhor
Modern Education Society’s College of Engineering
Pune
India


Shilpa Khedkar
Modern Education Society’s College of Engineering
Pune
India


Suruchi Dedgaonkar
Department of Information Technology
Vishwakarma Institute of Information Technology
Pune
India


Santosh B. Patil
Shri Sant Gajanan Maharaj College of Engineering
Shegaon, Maharashtra-444203
India


Samruddhi Shetty
MET Institute of Management
Mumbai
India


Saurabh Kolapate
Bharatiya Vidya Bhavan’s Sardar Patel Institute of Technology
Andheri-West, Mumbai
India


Tejal Jadhav
Bharatiya Vidya Bhavan’s Sardar Patel Institute of Technology
Andheri-West, Mumbai
India


Vandana C. Bagal
K. K. Wagh Institute of Engineering Education and Research
Nashik, Maharashtra
India


Vishwanath S. Mahalle
Shri Sant Gajanan Maharaj College of Engineering
Shegaon, Maharashtra-444203
India


Yash Niranjan Pitre
Department of Data Science and Technology
K. J. Somaiya Institute of Management
Mumbai
India