Data-Driven AI: A Multidisciplinary Approach

Techniques, Applications, and Insights from Multiple Domains

Dimpal Jyoti Mahanta, Dibya Jyoti Bora, Biju Kumar Dutta, Himashree Mahanta

• Publisher: CRC Press
• Year: 2026
• Topic: Computer Science
• eBook ISBN:
  9781040875896
• Subtopic: Computer Science General
• Index: Computer Science

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.

Table of contents

• Cover Page
• Half Title page
• Title Page
• Copyright Page
• Contents
• List of Figures
• List of Tables
• Preface
• Acknowledgements
• 1 Optimising smart grid performance by integrating machine learning with PID control for sustainable energy management
• 2 AI-based software cost estimation using software metrics
• 3 A mathematical model for the application of induced magnetic field in blood flow through a bell-shaped stenosis artery
• 4 Enhancing time-series classification with autoencoderdriven feature and local attention in LSTM networks
• 5 Unravelling the functional role of PLRG-1 in development and lifespan in Caenorhabditis elegans
• 6 Artificial intelligence in education: Enhancing learning outcomes or replacing teachers
• 7 Steady state analysis of bi-criteria in queuing model comprising parallel servers with revisiting facility within stochastic environment
• 8 Spatial maps coupled vision transformers for skin cancer classification
• 9 Optimising rice leaf disease classification with ResNet50 and dense block integration
• 10 Utilising data-driven artificial intelligence to investigate plant-based compounds for neuroinflammation and inflammatory receptor modulation through polypharmacology
• 11 A deep learning-based technique for identifying the health of honeybee species
• 12 Supercapacitors in energy storage: Principles, materials, challenges, and applications
• 13 A comparative study on Fuzzy PERT with measures
• 14 Exploring the future of connectivity: A comprehensive review of wireless and optical communications
• 15 Proof-of-driving incentive mechanism for VANET to enhance traffic safety and efficiency
• 16 Agro automatic weather station
• 17 Optimisation of energy efficiency through prediction-based model of multiuser cognitive radio network
• 18 The paradox of AI and creativity: Enhancing or hindering innovation?
• 19 Human-AI interaction in language education: A comparative study of conversational chatbots
• 20 Implementation of Sukanya Samriddhi Yojana in incentivising development of girl child and women in Paradeep: An analytical approach
• 21 On algebraic properties of doubt bipolar ǩ-Ǭ-fuzzy order sub-groups and ǩ-Ǭ-fuzzy order normal sub-groups
• 22 A statistical investigation of ENSO 3.4 and rainfall trends in the Andaman and Nicobar islands using superposed epoch analysis
• 23 Social ecology of energy conservation: A social cognitive perspective on sustainable practices
• 24 Afraid to be happy: Understanding the predictors of subjective well-being among emerging adults concerning age and gender
• 25 Algebraic structures of anti-Ҟ-Q group acting on ϑ-subgroup and homomorphsim of ϑ-fuzzy sub-group
• 26 Empowering gig workers through digital banking: Revelation on drivers of adoption and pathways to sustainable digital financial inclusion
• 27 Artificial intelligence-driven health check and monitoring system for virtual machines
• 28 Bytes and barriers: Understanding digital divide in Kamrup metropolitan and Morigaon districts of Assam, India
• 29 A comparative study of mathematical growth models for Serratia marcescens D1 bacteria
• 30 Quantum tunnelling via quantum wormholes
• 31 Motion analysis and kinematic simulation of a land-based omni-directional mobile robot
• 32 A comprehensive survey on geometric deep learning
• 33 De-patterning the flower: Queering the “Twitterpat” in Walt Disney's Bambi (1942)
• 34 Effect of integrated nutrient management (INM) on forage crop under medium land situation
• 35 Soil microbes: Cornerstones of sustainability and ecological balance
• 36 Exploring the well-being of teacher trainees in Assam
• 37 AI in language learning: Ethical considerations of ChatGPT in Gujarat's second language classrooms
• 38 Exploring fixed point stability in series of functional equations from hotel-type models across classical and generalised Banach spaces
• 39 Vulnerabilities in IoT device clusters: Analysing security weaknesses and attack impacts
• 40 The AI revolution for climate mitigation: Optimising energy and enhancing conservation
• 41 Beyond words: The complexities in cross-language movie translations in the era of AI
• 42 Optimisation of complete awaiting duration of tasks in multi-stage flow shop scheduling model under fuzzy environment
• 43 Overcoming transgressive divides: Women, welfare and technology
• 44 Graphitic-based fillers in CFRP laminates: A study on milling method-dependent mechanical properties
• 45 Enhanced apple leaf disease classification using efficientNetB0 with green channel extraction and CLAHE-based pre-processing
• 46 Love under the microscope: Fractional differential equations in romantic behaviour
• 47 Revolutionising environmental monitoring: The role of AI in tracking biodiversity and deforestation
• 48 Smaller-sized aluminium-matrix composite components: Manufacturing and applications
• 49 Harnessing artificial intelligence for education: Innovations in communication and high school learning
• 50 UVSEGNET++: A synergised multipath architecture for concrete crack segmentation
• 51 A novel approach for development of anti-reflective coatings for next-gen immersion lithography
• 52 Advancing financial data privacy: A comprehensive review of differential privacy applications in financial systems
• 53 Hybrid deep learning for conjunctivitis disease identification and categorisation
• 54 Synthesis and application of TiO2 nanoparticles
• 55 Decoding bias: Data-driven AI and transgender representation
• 56 An analysis on the growth pattern of Escherichia coli using three non-linear growth models
• 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