AII2026 Proceedings

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Disclaimer: This version of the AII 2026 proceedings is compiled by the Editors from the author submitted camera-ready versions of the accepted papers. The final published verion of papers typeset by Springer might be different from how it appears here.

The 6th International Conference, AII 2026, London, UK, October 21–23, 2026, Proceedings Communications in Computer and Information Science (CCIS), vol. 3206

Table of Contents

Click the title to open the PDF.

Frontmatter
Preface, organisation and contents (pdf)
Author index (pdf)
Accepted Papers Click the paper title to open the PDF.
Emerging Applications of AI and Informatics
ID 14	Unsupervised Quantum Kernel Learning of Symmetry Protected Topological Phases via Geometric Tensor Weighting Mejbah Ahammad, Md. Ashraful Babu, M. Mostafizur Rahman, Md. Fayz-Al-Asad, Tashin Islam	3–17
ID 15	Capacity-Constrained Multi-Robot Task Allocation via Quantum Approximate Optimisation: A Reproducible Benchmark on Solomon VRPTW C101 Sandeep Gupta, Sazzad Hossain, Akmal Akhatov, Nurmamatov Mekhriddin, Kanad Ray	18–32
ID 20	Explainable Variational Quantum Policy Gradient: SHAP-Based Interpretability of Quantum Reinforcement Learning Agents on CartPole Sandeep Gupta, Sazzad Hossain, Akmal Akhatov, Nurmamatov Mekhriddin, Kanad Ray	33–46
ID 21	Human Interpretive Presence in AI-Assisted Qualitative Research: A Reproducible Workflow for Social and Emotional Learning (SEL) Anat Korem, Sigal Chen	47–57
ID 42	Modeling progressive neuronal ablation in biomimetic hardware Spiking Neural Networks Sam Zahedi Ghasabei, Federico Barban, Marta Carè, Timothée Levi, Michela Chiappalone	58–76
ID 47	An Assessment of Quantum Principal Component Analysis Mehjabin Khatoon, Niha Kamal Basha	77–91
ID 87	Transfer Learning in Genetic Algorithms for Combinatorial Optimization Using Fitness Lineage George Mweshi, Nelishia Pillay, Thambo Nyathi	92–106
ID 102	Generative AI for Inclusive Higher Education: Evaluating an inclusive education toolkit for improving participation in Bangladeshi HE and TVET David J. Brown, Mufti Mahmud, Nicholas Shopland, Andrew Burton, Muhammad Arifur Rahman, M Mostafizur Rahman, M Shamim Kaiser, Md. Saiful Islam, Md Saef Ullah Miah, Akarsh K. Nair	107–119
Application of AI and Informatics in Healthcare
ID 10	Knowing When Not to Act: Toward Capability-Aware Healthcare AI Marzia Hoque Tania	123–134
ID 11	An Explainable Cleanlab-Guided Uncertainty-Based Active Learning Framework for Data-Efficient Parkinson’s Disease Classification Md. Shakil Ahmed, Shakila Shafiq, M Shamim Kaiser	135–149
ID 28	RetinaFusionNet: Gated Multimodal Fusion for Classifying Carotid Intima-Media Thickness Mahir Shadid, Rashed Mustafa	150–164
ID 44	CARE-Lung: Calibrated, Cross-Validated Cycle-to-Patient Aggregation with Conformal Referral for Respiratory Sound Screening Arnob Aich Anurag, Shamiul Islam, Nuren Tasnim Risha, Md. Sadman Hossain, Trisha Sarker, Sifat Rahman Ahona, Juena Ahmed Noshin	165–179
ID 46	Systematic Evaluation of Data Augmentation Strategies for Ordinal BI-RADS Classification in Breast Ultrasound: A Benchmark on BUS-BRA Hadeel Saad Alghamdi, Mufti Mahmud, Abdullah Faisal Al-Battal, Ammar Alsheghri	180–193
ID 48	Assessing Dysarthric Speech Intelligibility via Generative Augmentation and Self-Supervised Linguistic Representations Davide Lillini, Carlo Aironi, Lucia Migliorelli, Leonardo Gabrielli, Stefano Squartini	194–208
ID 49	A Comparative Evaluation of Machine Learning, Deep Learning, and Vision Transformer Models for Alzheimer’s Disease Classification Noushath Shaffi, Viswan Vimbi, Abdelhamid Abdesselam, Rachid Hedjam	209–224
ID 107	Explainable Multi-model Attention-based Deep Learning Algorithm for Brain Tumor Segmentation Nayon Karmoker, Shrawman Majumder Rudra, Fahima Tabassum, Risala Tasin Khan, M. Shamim Kaiser	225–239
Application of AI and Informatics in Pattern Recognition
ID 7	Patient-Guided Attention Gate for False-Negative-Aware Melanoma Detection Using Hybrid CNN-ViT Architecture on ISIC 2024 SLICE-3D Md Kamrul Islam, Md Naimul Islam, Mizanur Rahman, Sanjida Afrin, Hasan Sarwar, Md. Saef Ullah Miah	243–260
ID 25	Evaluating Few-Shot Learning for Cherry Leaf Disease Classification in Real-World Agricultural Settings Dostonbek Nazirzhonov, Md Easin Arafat, Nazrul Islam, Utkarsh Mall	261–275
ID 26	Evidence From Within: Explainable YOLOv8 for Reproducible Brain Tumour Localisation Connor Mc Cabe, Dost Muhammad, Malika Bendechache	276–290
ID 27	ColourMag: A Learning-Based Colour Magnification Framework for Remote Heart Rate Estimation Zakia Batool Turabee, David J. Brown, Mufti Mahmud, Andreas Oikonomou, Muhammad Arifur Rahman, Andrew Burton, Nicholas Shopland	291–305
ID 36	An explainable ensemble deep learning model for multiclass skin disease classification using dermoscopic images Ekramul Hasib, Touhidul Islam Masfi, S M Abdullah Shafi, Abhijit Bhowmik, Md. Saef Ullah Miah, S. A. M. Manzur H. Khan	306–324
ID 39	Improving Underwater Marine Species Classification through Imbalance-Aware Learning and Cross-Dataset Evaluation Md Sazzad Hossain, Mosa. Farjana Eti, Md Saimul Haque Shanto, Suzad Mohammad	325–339
ID 40	Incongruity-Aware Sarcasm Detection Obydullah Sayed, M. Showaib Rahman Tanveer, M. Samirul Islam, Saiful Azad, Sudip Ghoshal, Shankha Shubhra Sarkar, Tanpia Tasnim	340–354
ID 41	Calcification-Informed BI-RADS Categorization of Mammograms: A Combined Detection and Classification Approach Debapriya Chakraborty, Uddalak Mukhopadhyay, Sarbani Palit, Ujjwal Bhattacharya	355–369
Application of AI and Informatics in Network, Security, and Analytics
ID 5	Agentic-DVC: Autonomous Software Risk Mitigation Sadman Sakib, Aritri Roy Priota, Hossain Mohammad Sami, Abhijit Bhowmik	373–387
ID 13	Usage and Perceptions of Generative AI in Learning among University Students in Bangladesh K. M. Tahsin Kabir, Koushik Biswas Arko, Arizit Chaki Artha, Md. Fahim Kabir Chowdhury, Md. Mortuza Ahmmed, Md. Ashraful Babu, M. Mostafizur Rahman	388–402
ID 30	Disaster Classification and Progression Detection from Social Media Data Using Deep Learning Md Saimul Haque Shanto, Suzad Mohammad, Ibna Masud Rana Parvej, Manzur Kabir Ayon, Sadia Sharmin	403–417
ID 33	An Explainable Hybrid Machine Learning Framework for Smart Irrigation Prediction and Anomaly-Aware Decision Support MD Ashfi Ar Raihan, Sabrina Islam Tesa, Antu Chakrabarty, Mhamud Hasan Kwoshick, Tawfiqul Hasan, Sultanul Arifeen Hamim, Md. Mazid-Ul-Haque, Abhijit Bhowmik, Md Manirul Islam	418–436
ID 103	Determination of PM2.5 from distant views: Across the miles with machine learning Sarbani Palit, Sagarnil Chakraborty, Joydip Rakshit, Priyasha Haldar, Anushka Mukherjee	437–451
ID 105	Federated Learning for Early Prediction of Cardiovascular Disease in Privacy-Constrained Healthcare Environments Nitya Puspaceno, Muhammad Arifur Rahman, Mufti Mahmud, Nicholas Shopland, Andrew Burton, David J. Brown	452–464
ID 106	Mapping Fiscal Landscapes: Understanding of Public Sector Finances through Data Visualisation Abhishek Shrikant Jangam, Muhammad Arifur Rahman, Nicholas Shopland, Taha Osman, David J. Brown	465–482
Author Index 483

Author Index

Page numbers link to the corresponding paper.

Abdesselam, Abdelhamid	209	Korem, Anat	47
Afrin, Sanjida	243	Kwoshick, Mhamud Hasan	418
Ahammad, Mejbah	3	Levi, Timothée	58
Ahmed, Md. Shakil	135	Lillini, Davide	194
Ahmmed, Md. Mortuza	388	Mahmud, Mufti	107, 180, 291, 452
Ahona, Sifat Rahman	165	Mall, Utkarsh	261
Aironi, Carlo	194	Masfi, Touhidul Islam	306
Akhatov, Akmal	18, 33	Mazid-Ul-Haque, Md.	418
Al-Battal, Abdullah Faisal	180	Mc Cabe, Connor	276
Alghamdi, Hadeel Saad	180	Miah, Md. Saef Ullah	107, 243, 306
Alsheghri, Ammar	180	Migliorelli, Lucia	194
Anurag, Arnob Aich	165	Mohammad, Suzad	325, 403
Arafat, Md Easin	261	Muhammad, Dost	276
Arko, Koushik Biswas	388	Mukherjee, Anushka	437
Artha, Arizit Chaki	388	Mukhopadhyay, Uddalak	355
Ayon, Manzur Kabir	403	Mustafa, Rashed	150
Azad, Saiful	340	Mweshi, George	92
Babu, Md. Ashraful	3, 388	Nair, Akarsh K.	107
Barban, Federico	58	Nazirzhonov, Dostonbek	261
Basha, Niha Kamal	77	Noshin, Juena Ahmed	165
Bendechache, Malika	276	Nurmamatov, Mekhriddin	18, 33
Bhattacharya, Ujjwal	355	Nyathi, Thambo	92
Bhowmik, Abhijit	306, 373, 418	Oikonomou, Andreas	291
Brown, David J.	107, 291, 452, 465	Osman, Taha	465
Burton, Andrew	107, 291, 452	Palit, Sarbani	355, 437
Carè, Marta	58	Parvej, Ibna Masud Rana	403
Chakrabarty, Antu	418	Pillay, Nelishia	92
Chakraborty, Debapriya	355	Priota, Aritri Roy	373
Chakraborty, Sagarnil	437	Puspaceno, Nitya	452
Chen, Sigal	47	Rahman, M. Mostafizur	3, 107, 388
Chiappalone, Michela	58	Rahman, Mizanur	243
Chowdhury, Md. Fahim Kabir	388	Rahman, Muhammad Arifur	107, 291, 452, 465
Eti, Mosa. Farjana	325	Raihan, MD Ashfi Ar	418
Fayz-Al-Asad, Md.	3	Rakshit, Joydip	437
Gabrielli, Leonardo	194	Ray, Kanad	18, 33
Ghoshal, Sudip	340	Risha, Nuren Tasnim	165
Gupta, Sandeep	18, 33	Rudra, Shrawman Majumder	225
Haldar, Priyasha	437	Sakib, Sadman	373
Hamim, Sultanul Arifeen	418	Sami, Hossain Mohammad	373
Hasan, Tawfiqul	418	Sarkar, Shankha Shubhra	340
Hasib, Ekramul	306	Sarker, Trisha	165
Hedjam, Rachid	209	Sarwar, Hasan	243
Hossain, Md Sazzad	325	Sayed, Obydullah	340
Hossain, Md. Sadman	165	Shadid, Mahir	150
Hossain, Sazzad	18, 33	Shaffi, Noushath	209
Islam, M. Samirul	340	Shafi, S M Abdullah	306
Islam, Md Kamrul	243	Shafiq, Shakila	135
Islam, Md Manirul	418	Shanto, Md Saimul Haque	325, 403
Islam, Md Naimul	243	Sharmin, Sadia	403
Islam, Md. Saiful	107	Shopland, Nicholas	107, 291, 452, 465
Islam, Nazrul	261	Squartini, Stefano	194
Islam, Shamiul	165	Tabassum, Fahima	225
Islam, Tashin	3	Tania, Marzia Hoque	123
Jangam, Abhishek Shrikant	465	Tanveer, M. Showaib Rahman	340
Kabir, K. M. Tahsin	388	Tasnim, Tanpia	340
Kaiser, M Shamim	107, 135, 225	Tesa, Sabrina Islam	418
Karmoker, Nayon	225	Turabee, Zakia Batool	291
Khan, Risala Tasin	225	Vimbi, Viswan	209
Khan, S. A. M. Manzur H.	306	Zahedi Ghasabei, Sam	58
Khatoon, Mehjabin	77

The conference will be held at the University of East London, London, UK.

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