Information System Design: AI Driven Decision Support Systems

Proceedings of 10th International Conference on Information System Design and Intelligent Applications (ISDIA 2026), Volume 5
Erscheinungsjahr 2026
ISBN: 978-3-032-38226-9
Verlag: Springer

Buch, Englisch, Format (B × H): 155 mm x 235 mm

Reihe: Lecture Notes in Networks and Systems

This book presents a collection of high-quality, peer-reviewed research papers from 10th International Conference on Information System Design and Intelligent Applications (ISDIA 2026), held in Dubai, UAE, from 7–8 February 2025. It covers a wide range of topics in computer science and information technology, including data mining and data warehousing, high-performance computing, parallel and distributed computing, computational intelligence, soft computing, big data, cloud computing, grid computing, cognitive computing, and information security.

Zielgruppe

Research

Autoren/Hrsg.

Bhateja, Vikrant

Khan, Zeenath Reza

Simic, Milan

Anguera, Jaume

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz
• Technische Wissenschaften Elektronik | Nachrichtentechnik Nachrichten- und Kommunikationstechnik

Inhaltsverzeichnis

Bridging the Gap: An ISM-based Assessment of AI Adoption Challenges in Combating Climate Change.- Leveraging AI for Brain Tumor Detection Using MRI Images.- Beyond Hallucination: Adaptive RAG Pipelines with Reinforcement-Guided Retrieval and Knowledge Distillation.- FUZZY EQUAL SURPLUS DIVISION VALUE FOR GAUSSIAN FUZZY GAMES.- Neuro-Symbolic Translation and Verification: Automating First-Order Logic Generation and Theorem Proving from Natural Language.- From Econometrics to Deep Learning: A Data Science Approach to Banking Risk Assessment in Cambodia.- Parental Awareness of Autism-Like Symptoms Associated with Excessive Screen Exposure in Early Childhood.- Hybrid Deep Learning Model for Autism Detection in Children Using Facial and Behavioral Data.- Design of a Hybrid Probability Correction Framework for Reliable Classification in Intelligent Decision Systems.- Machine Learning-Based Estimation of One-Hop and Two-Hop Pattern Probabilities in Random Network Models.- A Comparative Transformer-Based Approach for Fake News Detection Using ModernBERT and DeBERTa.- A Theory-Driven Implementation Framework for Blockchain in the Indian FMCG Sector.- AEX-GAN: An Autonomous Explainable GAN Framework for Imbalanced Medical Image Grading.- The Technologies Behind the Cryptocurrency Surge and a Technical Analysis Model for Forecasting the Bitcoin Price Volatility.- Machine learning based classification and storage recommendation system by assessing tomato quality in Bangladesh.- Etc.

Über Autor(innen)

Vikrant Bhateja is associate professor in Department of Electronics Engineering Faculty of Engineering and Technology (UNSIET), Veer Bahadur Singh Purvanchal University, Jaunpur, Uttar Pradesh, India. He holds a doctorate in ECE (Bio-Medical Imaging) with a total academic teaching experience of 20 years with around 190 publications in reputed international conferences, journals and online book chapter contributions; out of which 39 papers are published in SCIE indexed high impact factored journals. One of his papers published in Review of Scientific Instruments (RSI) Journal (under American International Publishers) has been selected as “Editor Choice Paper of the Issue'' in 2016. Among the international conference publications, four papers have received “Best Paper Award''.

Zeenath Reza Khan is the Founding President and Board Member of the ENAI WG Centre for Academic Integrity in the UAE, Associate Professor of Responsible Information Systems at Faculty of Engineering and Information Sciences at University of Wollongong in Dubai, and recently elected Board member for European Network for Academic Integrity (ENAI). She has been teaching in the Faculty of Engineering and Information Sciences at the university since 2001.

Milan Simic holds PhD, Masters and Bachelor of Electronics Engineering, and Graduate Diploma in Education. He is currently with RMIT University, School of Engineering. At the same time, he is Professor: MB, Faculty of Business and Law, Belgrade, Serbia; Adjunct Professor: Kalinga Institute of Industrial Technology (KIIT), School of Computer Engineering, Bhubaneswar, Odisha, India; Honorary Editor: KES Journal; Editor: International Transactions on Evolutionary and Metaheuristic Algorithms; Former Associate Director: Australia-India Research Centre for Automation Software Engineering, RMIT University. He has comprehensive experience from industry (Honeywell Information Systems), Research institute and Academia, from Europe and Australia. For his innovations and other contributions, he has received prestigious awards and recognitions. Dr Simic is member of large number of engineering and science associations. He conducts multidisciplinary research in the following areas: Management, Engineering Education, Electrical Vehicles, Intelligent Transport Systems, Automotive Electronics, Physical Systems Modelling (Physical Networks), Autonomous Systems, Mechatronics, Robotics, Human - Computer Interface and Interaction, Biomedical Engineering, Green Energy Production, Wireless Transfer of Energy, Information Theory, Digital Coding, Run Length Limited Coding.

Jaume Anguera is the founder of and CTO at Ignion. Prior to this he was the Partner and R&D Manager at Fractus, Barcelona, Spain. He is also serving as Associate Professor at Universitat Ramon LLull, Barcelona, Spain. He is an IEEE Antennas and Propagation Distinguished Lecturer. He holds more than 150 patents. His biography is listed in Who´sWho in the World, Who´sWho in Engineering. Author of more than 250 scientific widely cited papers and international conferences with citations above 7500, h-index 50, and i10 index of 150. Author of 6 books. He has participated in more than 21 competitive research projects financed by the Spanish Ministry. He is the author of 6 books, directed more than 100 bachelor and master thesis and 3 Ph.Ds. He is inventor of Virtual Antenna™ technology, which enables full functional multi-band wireless connectivity to wireless devices through miniature and off-the-shelf antenna boosters. He has taught more than 20 antenna courses around the world (USA, China, Korea, India, UK, France, Poland, Czech Republic, Tunisia, Spain). With over 21 years of R&D experience, he has developed part of his professional experience with Fractus in South Korea in the design of miniature antennas for large Korean companies such as Samsung and LG.