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ORCID1st AII 2021: Nottingham, UK
- Mufti Mahmud
, M. Shamim Kaiser, Nikola K. Kasabov, Khan Iftekharuddin, Ning Zhong:
Applied Intelligence and Informatics - First International Conference, AII 2021, Nottingham, UK, July 30-31, 2021, Proceedings. Communications in Computer and Information Science 1435, Springer 2021, ISBN 978-3-030-82268-2 [contents]
Application of AI and Informatics in Disease Detection
- Zinnia Sultana, Lutfun Nahar, Nanziba Basnin, Mohammad Shahadat Hossain:
Inference and Learning Methodology of Belief Rule Based Expert System to Assess Chikungunya. 3-16 - Tasnim Afroze, Shumia Akther, Mohammed Armanuzzaman Chowdhury, Emam Hossain, Mohammad Shahadat Hossain, Karl Andersson:
Glaucoma Detection Using Inception Convolutional Neural Network V3. 17-28 - Prateeti Mukherjee, Ishita Bhattacharyya, Meghma Mullick, Rahul Kumar, Nilanjana Dutta Roy, Mufti Mahmud:
iConDet: An Intelligent Portable Healthcare App for the Detection of Conjunctivitis. 29-42 - Abeer Alzubaidi, Jaspreet Kaur, Mufti Mahmud, David J. Brown, Jun He, Graham R. Ball, David R. Baldwin, Emma O'Dowd, Richard B. Hubbard:
Selecting Lung Cancer Patients from UK Primary Care Data: A Longitudinal Study of Feature Trends. 43-59 - Jiachenn Choong, Nazia Hameed:
Extending Upon a Transfer Learning Approach for Brain Tumour Segmentation. 60-69 - Yue Wang, Yu Wang, Yan Piao:
Automatic Seizure Prediction Based on Cross-Feature Fusion Stream Convolutional Neural Network. 70-76
Application of AI and Informatics in Healthcare
- Marcos Fabietti, Mufti Mahmud, Ahmad Lotfi:
Anomaly Detection in Invasively Recorded Neuronal Signals Using Deep Neural Network: Effect of Sampling Frequency. 79-91 - Rishi Singh, Mufti Mahmud, Luis Yovera:
Classification of First Trimester Ultrasound Images Using Deep Convolutional Neural Network. 92-105 - V. Nyemeesha, B. Mohammed Ismail:
Method to Enhance Classification of Skin Cancer Using Back Propagated Artificial Neural Network. 106-122 - V. V. Gomathi, S. Karthikeyan, R. Madhu Sairam:
Knowledge Discovery from Tumor Volume Using Adaptive Neuro Fuzzy Inference System Rules. 123-135 - Sheikh Hussain Shaikh Salleh, Fuad M. Noman, Chee-Ming Ting, Syed Rasul Bin G. Syed Hamid, Siti Hadrina Bt Sheikh Hussain, Muhammad Arif Jalil, Ahmad Zubaidi Abdul Latif, Kavikumar Jacob, Kanad Ray, M. Shamim Kaiser, Jalil Ali:
Key Techniques and Challenges for Processing of Heart Sound Signals. 136-149 - Hadri Hussain, W. S. N. A. Wan Abd Aziz, Chee-Ming Ting, Fuad M. Noman, Ahmad Zubaidi Abdul Latif, S. Balqis Samdin, Hadrina Sh, Muhammad Arif Jalil, Yusmeera Yusoff, Kavikumar Jacob, Kanad Ray, M. Shamim Kaiser, Sheikh Hussain Shaikh Salleh, Jalil Ali:
Enhanced Signal Processing Using Modified Cyclic Shift Tree Denoising. 150-160
Application of AI and Informatics in Pattern Recognition
- Towhidul Islam, Nurul Absar, Abzetdin Z. Adamov, Mayeen Uddin Khandaker:
A Machine Learning Driven Android Based Mobile Application for Flower Identification. 163-175 - Haihui Huang, Maohong Zha:
A Generative Text Summarization Model Based on Document Structure Neural Network. 176-187 - Tahmina Akter Sumi, Mohammad Shahadat Hossain, Raihan Ul Islam, Karl Andersson:
Human Gender Detection from Facial Images Using Convolution Neural Network. 188-203 - Noushath Shaffi, Faizal Hajamohideen:
Few-Shot Learning for Tamil Handwritten Character Recognition Using Deep Siamese Convolutional Neural Network. 204-215 - Nagifa Ilma Progga, Noortaz Rezoana, Mohammad Shahadat Hossain, Raihan Ul Islam, Karl Andersson:
A CNN Based Model for Venomous and Non-venomous Snake Classification. 216-231 - N. A. Vinay, S. H. Bharathi, V. N. Manjunath Aradhya:
Recognition of Dysfluency in Speech: A Bidirectional Long-Short Term Memory Based Approach. 232-244
Application of AI and Informatics in Network, Security, and Analytics
- Sakib Shahriar Shafin, Sakir Adnan Prottoy, Saif Abbas, Safayat Bin Hakim, Abdullahi Chowdhury, Md. Mamunur Rashid:
Distributed Denial of Service Attack Detection Using Machine Learning and Class Oversampling. 247-259 - Wei-Keng Zhou, Yan-Tong Lin, Zhi-Xiang Zhou, Xin Bai, Yi-Lin Yu, Yu-Wen Pan:
Scientific Metrological Analysis of Government Services Based on Big Data Analysis and Visualization Software Driven by Information Technology. 260-267 - B. H. Lohithashva, V. N. Manjunath Aradhya:
Violent Video Event Detection: A Local Optimal Oriented Pattern Based Approach. 268-280 - Refat Khan Pathan, Mohammad Amaz Uddin, Nazmun Nahar, Ferdous Ara, Mohammad Shahadat Hossain, Karl Andersson:
Human Age Estimation Using Deep Learning from Gait Data. 281-294 - S. Sasi Kumar, K. Siva Kumar, Muhammad Arif Jalil, Jacob Kavikumar, K. Ray, Deivanayagampillai Nagarajan:
An Error Resilient Video Transmission in Ad Hoc Network Using Error Diffusion Block Truncation Coding. 295-305 - Shamim Al Mamun, Mohammad Eusuf Daud, Mufti Mahmud, M. Shamim Kaiser, André Luis Debiaso Rossi:
ALO: AI for Least Observed People. 306-317
Emerging Applications of AI and Informatics
- Md. Shahriare Satu, K. Shayekh Ebne Mizan, Syeda Anika Jerin, Md Whaiduzzaman, Alistair Barros, Kawsar Ahmed, Mohammad Ali Moni:
COVID-Hero: Machine Learning Based COVID-19 Awareness Enhancement Mobile Game for Children. 321-335 - Zhi Li:
Literature Classification Model of Deep Learning Based on BERT-BiLSTM - - Taking COVID-19 as an Example. 336-348 - Nasrin Sultana Nipa, Mehnaz Alam, Md Sanaul Haque:
Identifying Relevant Stakeholders in Digital Healthcare. 349-357 - Md. Kawsher Mahbub, Milon Biswas, Abdul Mozid Miah, Ahmed Shahabaz, M. Shamim Kaiser:
COVID-19 Detection Using Chest X-Ray Images with a RegNet Structured Deep Learning Model. 358-370 - Shuvro Das, Mst. Rubayat Yasmin, Musfikul Arefin, Kazi Abu Taher, Md Nasir Uddin, Muhammad Arifur Rahman:
Mixed Bangla-English Spoken Digit Classification Using Convolutional Neural Network. 371-383 - Oluwatamilore Orojo, Jonathan A. Tepper, T. M. McGinnity, Mufti Mahmud:
Sluggish State-Based Neural Networks Provide State-of-the-art Forecasts of Covid-19 Cases. 384-400
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