1st Edition
Data-Driven AI: A Multidisciplinary Approach Techniques, Applications, and Insights from Multiple Domains
The International Conference on Data-Driven AI (ICDDA 2025) is a global platform dedicated to advancing the transformative potential of Artificial Intelligence (AI) and its interdisciplinary applications. Scheduled from May 7 to May 9, 2025, in Jorhat, India, the conference aims to bring together researchers, academics, industry professionals, and policymakers to explore cutting-edge developments and their real-world impacts. ICDDA 2025 focuses on a broad spectrum of AI-related topics, including but not limited to Artificial Intelligence, Machine Learning, Data Structures and Algorithms, Data Mining, Image and Signal Processing, Natural Language Processing, Mathematical and Statistical Sciences, AI-Integrated Physical, Chemical, Biological, Environmental, Agricultural, Health and Social Sciences. By focusing on collaborative innovation, ICDDA 2025 aims to inspire progress in AI-driven technologies and their impact on science, industry, and society. The conference emphasizes the integration of AI with diverse scientific and industrial domains, showcasing applications in areas such as healthcare, sustainability, robotics, and automation. Through keynote speeches, technical paper presentations, workshops, and panel discussions, ICDDA 2025 will explore how AI can solve real-world challenges and drive innovation across fields. Unlike other conferences, ICDDA 2025 prioritizes an interdisciplinary approach, bridging the gap between theoretical research and practical applications. The event also emphasizes ethical AI practices and sustainability, making it relevant to a wide audience, including researchers, engineers, data scientists, students, and decision-makers.
1 Optimising smart grid performance by integrating machine learning with PID control for
sustainable energy management
Debanjan Ghosh, Astik Kumar Pradhan, Arvind Kumar Pandey, Siddharth Sagar and
Kshira Sagar Sahoo
2 AI-based software cost estimation using software metrics
Debanjan Ghosh and Arvind Kumar Pandey
3 A mathematical model for the application of induced magnetic field in blood flow
through a bell-shaped stenosis artery
Sarfraz Ahmed
4 Enhancing time-series classification with autoencoder-driven feature and local
attention in LSTM networks
Vipin Kumar Pandey, Tanveer Ahmed and Gopinath Sahoo
5 Unravelling the functional role of PLRG-1 in development and lifespan in
Caenorhabditis elegans
Nikhita Deka, Aiswarya Baruah, Debajani Gogoi, Gadi Sri Harsha Vardhan,
Prerona Boruah, Roshan Sarmah and Lipika Khataniar
6 Artificial intelligence in education: Enhancing learning outcomes or replacing teachers
Prostuti Gogoi and Jesmine Baruah
7 Steady state analysis of bi-criteria in queuing model comprising parallel servers
with revisiting facility within stochastic environment
Preeti, Deepak Gupta, Vandana Saini and Deepti Thakur
8 Spatial maps coupled vision transformers for skin cancer classification
Goutham Lal S. H. and R. Sivakumar
9 Optimising rice leaf disease classification with ResNet50 and dense block integration
Lal Omega Boro, Gypsy Nandi and Jonti Deuri
10 Utilising data-driven artificial intelligence to investigate plant-based compounds for
neuroinflammation and inflammatory receptor modulation through polypharmacology
Ranajit Nath, Suresh Babu Munuswamy and Rajesh E. Jesudasan
11 A deep learning-based technique for identifying the health of honeybee species
Astik Kumar Pradhan, Jitendra Kumar Rout, Arvind Kumar Pandey, Debanjan Ghosh
and Kshira Sagar Sahoo
12 Supercapacitors in energy storage: Principles, materials, challenges, and applications
Jayanta Hazarika, Rajiv Borah and Jnanendra Upadhyay
13 A comparative study on Fuzzy PERT with measures
P. Balasowandari, L. Sivakami, R. Pichailakshmi and S. S. N. Perera
14 Exploring the future of connectivity: A comprehensive review of wireless and optical
communications
Munsifa Firdaus Khan Barbhuyan, Ali H. Wheeb, Mostaque Md. Morshedur Hassan
and Asmita Ray
15 Proof-of-driving incentive mechanism for VANET to enhance traffic safety and efficiency
Surjya Kanta Daimary, Sekh Main Hasan, Hemanta Kumar Kalita and
Sudhansu Bala Das
16 Agro automatic weather station
Tavishi Shaw, Abhinandan Kalita and Syed Abdullah Shah Nawaz
17 Optimisation of energy efficiency through prediction-based model of multiuser cognitive
radio network
Arobindra Saikia, Ritunjoy Bhuyan and Ashim Jyoti Gogoi
18 The paradox of AI and creativity: Enhancing or hindering innovation?
Arghadeep Ghosh, Anand Anil Nair, Andra Lakshmi Jyothsna Sri, Vijay M. and
K. Kajavinthan
19 Human-AI interaction in language education: A comparative study of
conversational chatbots
Jinal Purohit, Varsha Muralidharan and Barnali Chetia
20 Implementation of Sukanya Samriddhi Yojana in incentivising development of
girl child and women in Paradeep: An analytical approach
Barnali Chetia and Dharti Sharma
21 On algebraic properties of doubt bipolar ǩ-Ǭ-fuzzy order sub-groups and ǩ-Ǭ-fuzzy
order normal sub-groups
M. Premkumar, CH. Sai Srilekha, R. Vikrama Prasad, M. Venkatachalam,
Dhirendra Kumar Shukla, Manoj Sharma and A. Abdul Salam
22 A statistical investigation of ENSO 3.4 and rainfall trends in the Andaman and
Nicobar islands using superposed epoch analysis
M. Nirmala, S. Fathima and Thabet Abdeljawad
23 Social ecology of energy conservation: A social cognitive perspective
on sustainable practices
R. Sowmiya, M. Velavan and Mohamed RiyazhKhan
24 Afraid to be happy: Understanding the predictors of subjective well-being among
emerging adults concerning age and gender
Tahera Hoque Mozumdar, Fariza Saidin, Banani Basistha, Mahuya Deb,
Anand Prakash and Aruna Dev Rroy
25 Algebraic structures of anti-Ҟ-Q group acting on ϑ-sub-group and homomorphsim
of ϑ-fuzzy sub-group
M. Premkumar, Roselin Suhi R., S. Saravana Kumar, R. Vikrama Prasad,
Dhirendra Kumar Shukla, Manoj Sharma and A. Abdul Salam
26 Empowering gig workers through digital banking: Revelation on drivers of adoption
and pathways to sustainable digital financial inclusion
K. Agusta, R. Nalini and Prabhakar Rontala Subramaniam
27 Artificial intelligence-driven health check and monitoring system for virtual machines
Aishwarya Dublish, Akshita Agrawal, Avani Mehrotra, Shreya Gupta, Shweta Singh and
Saurabh Mukherjee
28 Bytes and barriers: Understanding digital divide in Kamrup metropolitan and
Morigaon districts of Assam, India
Manimugdha Medhi and Tiluttoma Baruah
29 A comparative study of mathematical growth models for Serratia marcescens D1 bacteria
Bedakhi Baruah and Dimpal Jyoti Mahanta
30 Quantum tunnelling via quantum wormholes
Bedanga Basumatari Bora, Abhijit Shyam, Anwesha Sarma, Songjukta Sharma
and Dhanaraj Sahariah
31 Motion analysis and kinematic simulation of a land-based omni-directional mobile robot
Samimuddin Ahmed, Monisha Pathak, Snigdha Deka and Jashwashi Bhattacharjee
32 A comprehensive survey on geometric deep learning
Ananda Chatterjee, K. A. Venkatesh and Sreeja Loho Choudhury
33 De-patterning the flower: Queering the “Twitterpat” in Walt Disney’s Bambi (1942)
Sanjay Kumar Sarkar
34 Effect of integrated nutrient management (INM) on forage crop under medium
land situation
Smita Paul, Lipika Khataniar, Karuna Kanta Sharma, Raghav Kataria and
Joshila Enghipi
35 Soil microbes: Cornerstones of sustainability and ecological balance
Prastuti Dehingia, Bithika Neog, Farhana Sonjida Ahmed, Tulika Nath, Tina Pegu,
R. S. Lanshim, Trishnamoni Gautom and Lipika Khataniar
36 Exploring the well-being of teacher trainees in Assam
Manirag Sandhya Das, Dharam Raj Tasa and Ram Kumar Mahto
37 AI in language learning: Ethical considerations of ChatGPT in Gujarat’s second language
classrooms
Barnali Chetia, Dharti Sharma and Dharna Bhatt
38 Exploring fixed point stability in series of functional equations from hotel-type
models across classical and generalised Banach spaces
Arunkumar Mohan, Rassias John Micheal, Sathya Elumalai, Chandiran Vadamalai,
Alexpandiyan Velmurugan and Velmurugan Tamilselvan
39 Vulnerabilities in IoT device clusters: Analysing security weaknesses and attack impacts
Prabhat Das, Atrayee Banerjee, Partha Mandal, Balaram Chakraborty, Arya Singh,
Kathik Kovuri, Sajal Saha, Bhagirath Tallapragada and Varchaleswari Ganugapati
40 The AI revolution for climate mitigation: Optimising energy and enhancing conservation
Manan Sharma, Barnali Chetia and Dharti Sharma
41 Beyond words: The complexities in cross-language movie translations in the era of AI
Varsha Muralidharan, Jinal Purohit and Barnali Chetia
42 Optimisation of complete awaiting duration of tasks in multi-stage flow shop
scheduling model under fuzzy environment
Malvika Sharma, Deepak Gupta and Rajinder Sharma
43 Overcoming transgressive divides: Women, welfare and technology
Leanora Pereira Madeira
44 Graphitic-based fillers in CFRP laminates: A study on milling method-dependent
mechanical properties
Lakshi Nandan Borah, Tabassum Tanvir Yazdani, Rupam Jyoti Sarmah,
Swatantra Kumar, Sanjina Regon, Siddhartha Suman Saikia, Samarjit Gogoi
and Ramesh Chandra Borah
45 Enhanced apple leaf disease classification using efficientNetB0 with green
channel extraction and CLAHE-based pre-processing
Payoshnee Parag Joshi, Munsifa Firdaus Khan Barbhuyan and Mudassir Khan
46 Love under the microscope: Fractional differential equations in romantic behaviour
Nulhutalu and Biju Kumar Dutta
47 Revolutionising environmental monitoring: The role of AI in tracking biodiversity and
deforestation
Nimisha Kushwaha, Barnali Chetia and Dharti Sharma
48 Smaller-sized aluminium-matrix composite components: Manufacturing and applications
Samata Saha, Samjukta Sinha, Abhishek Ghosh and Manojit Ghosh
49 Harnessing artificial intelligence for education: Innovations in communication and
high school learning
Abdelilah Allaoui and Abdelhakim Mansoureddine
50 UVSEGNET++: A synergised multipath architecture for concrete crack segmentation 305
Joseph James and Lipsa Nayak
51 A novel approach for development of anti-reflective coatings for next-gen immersion
lithography
Amit Dhage, Vinay Keswani, Pravin Jaronde, Pradeep Barde, Mohammad Tahir,
Sayara Bano Sheikh, Alex Dhoke, Premlata Shahare, Priyanka Kanoje,
Ghanshyam S. Nikhade and Dhananjay Awale
52 Advancing financial data privacy: A comprehensive review of differential
privacy applications in financial systems
Anubhi Sharma, Kumud Saxena and Ankur Chaudhary
53 Hybrid deep learning for conjunctivitis disease identification and categorisation
Seema Pahwa, Amandeep Kaur, Sidharth Verma and Preetinder Kaur
54 Synthesis and application of TiO2
nanoparticles
Deepshikha Borah, Sabrin Wazid Ahmed, Indrani Bhuyan, Dipjyoti Dutta,
Akash Bose, Romen Chutia, Gyandeep Saikia and Rekha Rani Dutta
55 Decoding bias: Data-driven AI and transgender representation
Jitendra Deka, Suparna Dhar, Md. Habibur Rahman and Nabarun Purkayastha
56 An analysis on the growth pattern of Escherichia coli using three non-linear
growth models
Pallabi Saikia, Archana Ronghangpi, Dimpi Sahariah and Dimpal Jyoti Mahanta
57 Analysing decision-making approaches in identifying suspicious diabetes patients: A
comparative study of rough set, soft set, and rough set-based Bayesian decision theory
Swapnil Bharadwaj and Sarfraz Ahmed
Biography
Dimpal Jyoti Mahanta
is the Head and Associate Professor of Mathematics at The Assam Kaziranga University, Jorhat, India. He earned his Ph.D. in Mathematics from Tezpur University, specializing in parameter estimation for nonlinear growth models with applications in forestry. With over 11 years of teaching experience and serving as Head of the Department since 2019, he has significantly contributed to mathematical education and research.
Dibya Jyoti Bora
is an accomplished academic and researcher specializing in Artificial Intelligence, Data Science, and Image Processing. He is an Associate Professor at The Assam Kaziranga University, serving as Vice President of the Institution’s Innovation Council and Research Coordinator.
Biju Kumar Dutta
is an Associate Professor in the Department of Mathematics at the School of Basic Sciences, The Assam Kaziranga University, Jorhat, Assam, India. He earned his Ph.D. in special functions and fractional calculus from NERIST, Arunachal Pradesh, in 2014. He completed his Master’s and Bachelor’s degrees in Mathematics from Gauhati University, Assam.
Himashree Mahanta
an expert in Computational Chemistry, is an Assistant Professor at The Assam Kaziranga University, Jorhat. She holds a Ph.D. in Theoretical Chemistry from NIT Meghalaya, with research focused on intramolecular interactions in aromatic complexes. She also earned her M.Sc. in Chemistry from NIT Meghalaya and a B.Sc. in Chemistry from Gauhati University. With over 2.5 years of teaching and 2 years of industrial experience, Dr. Mahanta guides postgraduate research projects in areas like chemical dynamics simulations, reaction dynamics, and intermolecular interactions. Her work is published in reputed SCI-indexed journals, complemented by contributions to books and conferences. Dr. Mahanta is proficient in software tools like VENUS96 and Gaussian09 and skilled in Fortran 77 programming. Her achievements include the SERB-DST fellowship and the Nanoscale Horizons Poster Prize, recognizing her dedication to research and education.






