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1st 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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