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1. Automatic Solar Panel Detection from High-Resolution Orthoimagery Using Deep Learning Segmentation Networks

Author

Mujtaba, Tahir, Wani, M. Arif, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Wani, M. Arif, editor, Khoshgoftaar, Taghi M., editor, and Palade, Vasile, editor

Published
2021
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5. Basics of Supervised Deep Learning

Author

Wani, M. Arif, Bhat, Farooq Ahmad, Afzal, Saduf, Khan, Asif Iqbal, Kacprzyk, Janusz, Series Editor, Wani, M. Arif, Bhat, Farooq Ahmad, Afzal, Saduf, and Khan, Asif Iqbal

Published
2020
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8. Introduction to Deep Learning

Author

Wani, M. Arif, Bhat, Farooq Ahmad, Afzal, Saduf, Khan, Asif Iqbal, Kacprzyk, Janusz, Series Editor, Wani, M. Arif, Bhat, Farooq Ahmad, Afzal, Saduf, and Khan, Asif Iqbal

Published
2020
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23. Review of Carbon Dioxide (CO2) Sequestration in Bio-Concrete

Author

Norzila Othman, J. M. Irwan, Abdullah Faisal Alshalif, and M. F. M. Arif

Subjects
Bacillus species, Waste management, Carbonation, Global warming, Building material, engineering.material, Carbon sequestration, Metabolic conversion, chemistry.chemical_compound, Calcium carbonate, chemistry, Carbon dioxide, engineering, Environmental science
Abstract

Recently bio-concrete is one of carbon dioxide (CO2) sequestration process which has suitability to ensure the biggest problem on global warming can be solved and this technology also has been discussed widely by researches. The application of this technology could provide a new sustainable product of building material in several kinds of product. In bio-concrete its synonym with the various type of bacteria and the most famous is Bacillus species. Thus, the mechanism of self-healing of bacterial concrete occurs through the metabolic conversion of calcium lactate to calcium carbonate in crack sealing. Encouragement by this technology it brings in parallel the green technologies which potential to adsorb CO2 to reduction of emission CO2 that main contributor on global warming. Besides that, CO2 that fills the atmosphere through the natural conversion and capturing which is biological, chemical and physical processes. The potential bio-concrete to sequestrate CO2 use concept carbonic anhydrase (CA) through the carbonation process and bacterial species is highlighted. The main objective of this paper is to review on carbon dioxide sequestration in bio-concrete and self-healing.

Published
2021
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25. Trends in Deep Learning Applications

Author

Moamar Sayed-Mouchaweh, Mehmed Kantardzic, and M. Arif Wani

Subjects
Machine translation, Computer science, business.industry, Deep learning, Machine learning, computer.software_genre, Popularity, Automation, Object detection, Analytics, Generalization (learning), Key (cryptography), Artificial intelligence, business, computer
Abstract

Deep Learning is a new area of Machine Learning which has gained popularity in the recent past. It has surpassed the conventional algorithms in accuracy as the features are learned from the data using a general purpose learning procedure instead of being designed by human engineers [1]. Deep learning is responsible for today’s explosion of AI. Deep networks have demonstrated dramatic improvements in computer vision and machine translation tasks. It has the ability to recognize spoken words nearly as good as humans can. It has demonstrated good generalization power and has achieved high accuracy in machine learning modeling, which has even attracted non-computer scientists. It is now being used as a guide to make key decisions in fields like medicine, finance, manufacturing, and beyond. Deep learning has succeeded in previously unsolved problems which were quite difficult to resolve using machine learning as well as other shallow networks. However, deep learning is still in its infancy, but it is likely that deep learning will have many successes in the near future as it requires little hand engineering and thus can take advantage of the vast amount of data and computation power. Various supervised and unsupervised deep architectures have been reported in [1]. This chapter outlines the use of deep learning technology in applications like game playing, medical applications, video analytics, regression/classification, object detection/recognition, and robotic automation.

Published
2020
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26. Professor Hu Zhihong: The New President of the Society for Invertebrate Pathology

Author

Jiali Si, Basil M. Arif, and Zhengli Shi

Subjects
0301 basic medicine, media_common.quotation_subject, Immunology, Appeal, Historical Article, Library science, Globe, Biography, Chinese academy of sciences, 03 medical and health sciences, 030104 developmental biology, Portrait, medicine.anatomical_structure, Editorial, Virology, Political science, medicine, Molecular Medicine, Director general, Reputation, media_common
Abstract

The Society for Invertebrate Pathology (SIP) is foremost in the world covering all aspects of related research in insect virology, bacteriology, mycology, parasitology and microbial control. The SIP has a wide scientific appeal with members from many countries spanning every continent in the globe. Election of members to the Society's Governing Council is based on scientific standing, contributions, reputation and involvement in the activities of the Society. At the recent annual meeting in August 2018, in the Gold Coast of Australia, Prof. Hu Zhihong was inaugurated as the President of the SIP having been elected by worldwide members to take charge of the Society's activities, direction and scientific standing. Prof. Hu's qualifications as a scientist and a leader are impeccable and far-reaching. Her outstanding scientific achievements, salient contributions to the field of virology and innovative approaches to research made her a world-renowned scientist. She has so far published no less than 150 manuscripts, mostly in internationally refereed scientific journals. Her contributed and invited presentations at the annual meetings of the Society often reflected the state-of-the-art in molecular virology. All this gave members of the SIP ample reasons to elect her as the President. Her experience as a past Director General of the Wuhan Institute of Virology of the Chinese Academy of Sciences will help her immensely in running and directing the SIP to achieve even greater heights. No doubt, she will be an exceptional President.

Published
2018

27. Efficient Deployment of Deep Learning Models on Autonomous Robots in the ROS Environment

Author

Sarwar Murshed, M. G., Carroll, James J., Khan, Nazar, Hussain, Faraz, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Wani, M. Arif, editor, Raj, Bhiksha, editor, Luo, Feng, editor, and Dou, Dejing, editor

Published
2022
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28. A New Clustering-Based Technique for the Acceleration of Deep Convolutional Networks

Author

Pikoulis, Erion Vasilis, Mavrokefalidis, Christos, Nousias, Stavros, Lalos, Aris S., Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Wani, M. Arif, editor, Raj, Bhiksha, editor, Luo, Feng, editor, and Dou, Dejing, editor

Published
2022
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29. LB-CNN: Convolutional Neural Network with Latent Binarization for Large Scale Multi-class Classification

Author

Reese, Timothy, Michael Zhu, Yu, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Wani, M. Arif, editor, Raj, Bhiksha, editor, Luo, Feng, editor, and Dou, Dejing, editor

Published
2022
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30. A Comprehensive Analysis of Subword Contextual Embeddings for Languages with Rich Morphology

Author

Akdemir, Arda, Shibuya, Tetsuo, Güngör, Tunga, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Wani, M. Arif, editor, Raj, Bhiksha, editor, Luo, Feng, editor, and Dou, Dejing, editor

Published
2022
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31. DEAL: Deep Evidential Active Learning for Image Classification

Author

Hemmer, Patrick, Kühl, Niklas, Schöffer, Jakob, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Wani, M. Arif, editor, Raj, Bhiksha, editor, Luo, Feng, editor, and Dou, Dejing, editor

Published
2022
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32. Deep Learning-Based Time Series Forecasting

Author

Agarwal, Kushagra, Dheekollu, Lalasa, Dhama, Gaurav, Arora, Ankur, Asthana, Siddhartha, Bhowmik, Tanmoy, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Wani, M. Arif, editor, Raj, Bhiksha, editor, Luo, Feng, editor, and Dou, Dejing, editor

Published
2022
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33. Dimension Estimation Using Autoencoders and Application

Author

Bahadur, Nitish, Lewandowski, Brian, Paffenroth, Randy, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Wani, M. Arif, editor, Raj, Bhiksha, editor, Luo, Feng, editor, and Dou, Dejing, editor

Published
2022
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34. Deep Learning the Donor Journey with Convolutional and Recurrent Neural Networks

Author

Lee, Greg, Raghavan, Ajith Kumar, Hobbs, Mark, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Wani, M. Arif, editor, Raj, Bhiksha, editor, Luo, Feng, editor, and Dou, Dejing, editor

Published
2022
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35. RGB and Depth Image Fusion for Object Detection Using Deep Learning

Author

Farahnakian, Fahimeh, Heikkonen, Jukka, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Wani, M. Arif, editor, Raj, Bhiksha, editor, Luo, Feng, editor, and Dou, Dejing, editor

Published
2022
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36. Deep Rapid Class Augmentation; A New Progressive Learning Approach that Eliminates the Issue of Catastrophic Forgetting

Author

Witzgall, Hanna, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Wani, M. Arif, editor, Raj, Bhiksha, editor, Luo, Feng, editor, and Dou, Dejing, editor

Published
2022
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37. cFAT-GAN: Conditional Simulation of Electron–Proton Scattering Events with Variate Beam Energies by a Feature Augmented and Transformed Generative Adversarial Network

Author

Velasco, Luisa, McClellan, Evan, Sato, N., Ambrozewicz, Pawel, Liu, Tianbo, Melnitchouk, W., Kuchera, Michelle, Alanazi, Yasir, Li, Yaohang, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Wani, M. Arif, editor, Raj, Bhiksha, editor, Luo, Feng, editor, and Dou, Dejing, editor

Published
2022
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38. Building Power Grid 2.0: Deep Learning and Federated Computations for Energy Decarbonization and Edge Resilience

Author

Goodman, Carolyn, Thornburg, Jesse, Ramaswami, Shankar Koduvayur, Mohammadi, Javad, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Wani, M. Arif, editor, Raj, Bhiksha, editor, Luo, Feng, editor, and Dou, Dejing, editor

Published
2022
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39. Exploiting Spatio-Temporal Correlation in RF Data Using Deep Learning

Author

Roy, Debashri, Mukherjee, Tathagata, Pasiliao, Eduardo, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Wani, M. Arif, editor, Khoshgoftaar, Taghi M., editor, and Palade, Vasile, editor

Published
2021
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40. Thresholding Strategies for Deep Learning with Highly Imbalanced Big Data

Author

Johnson, Justin M., Khoshgoftaar, Taghi M., Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Wani, M. Arif, editor, Khoshgoftaar, Taghi M., editor, and Palade, Vasile, editor

Published
2021
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41. Training Deep Learning Sequence Models to Understand Driver Behavior

Author

Kouchak, Shokoufeh Monjezi, Gaffar, Ashraf, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Wani, M. Arif, editor, Khoshgoftaar, Taghi M., editor, and Palade, Vasile, editor

Published
2021
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42. Three-Stream Convolutional Neural Network for Human Fall Detection

Author

Leite, Guilherme Vieira, da Silva, Gabriel Pellegrino, Pedrini, Helio, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Wani, M. Arif, editor, Khoshgoftaar, Taghi M., editor, and Palade, Vasile, editor

Published
2021
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43. Human Target Detection and Localization with Radars Using Deep Learning

Author

Stephan, Michael, Santra, Avik, Fischer, Georg, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Wani, M. Arif, editor, Khoshgoftaar, Taghi M., editor, and Palade, Vasile, editor

Published
2021
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44. Diagnosis of Bearing Faults in Electrical Machines Using Long Short-Term Memory (LSTM)

Author

Sabir, Russell, Rosato, Daniele, Hartmann, Sven, Gühmann, Clemens, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Wani, M. Arif, editor, Khoshgoftaar, Taghi M., editor, and Palade, Vasile, editor

Published
2021
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45. Multi-Adversarial Variational Autoencoder Nets for Simultaneous Image Generation and Classification

Author

Imran, Abdullah-Al-Zubaer, Terzopoulos, Demetri, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Wani, M. Arif, editor, Khoshgoftaar, Taghi M., editor, and Palade, Vasile, editor

Published
2021
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46. A Comprehensive Set of Novel Residual Blocks for Deep Learning Architectures for Diagnosis of Retinal Diseases from Optical Coherence Tomography Images

Author

Kamran, Sharif Amit, Saha, Sourajit, Sabbir, Ali Shihab, Tavakkoli, Alireza, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Wani, M. Arif, editor, Khoshgoftaar, Taghi M., editor, and Palade, Vasile, editor

Published
2021
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47. Deep Learning-Based Recommender Systems

Author

Alfarhood, Meshal, Cheng, Jianlin, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Wani, M. Arif, editor, Khoshgoftaar, Taghi M., editor, and Palade, Vasile, editor

Published
2021
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48. Vehicular Localisation at High and Low Estimation Rates During GNSS Outages: A Deep Learning Approach

Author

Onyekpe, Uche, Kanarachos, Stratis, Palade, Vasile, Christopoulos, Stavros-Richard G., Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Wani, M. Arif, editor, Khoshgoftaar, Taghi M., editor, and Palade, Vasile, editor

Published
2021
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49. Non-convex Optimization Using Parameter Continuation Methods for Deep Neural Networks

Author

Nilesh Pathak, Harsh, Clinton Paffenroth, Randy, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Wani, M. Arif, editor, Khoshgoftaar, Taghi M., editor, and Palade, Vasile, editor

Published
2021
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50. Detecting Work Zones in SHRP2 NDS Videos Using Deep Learning Based Computer Vision

Author

Abodo, Franklin, Rittmuller, Robert, Sumner, Brian, Berthaume, Andrew, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Wani, M. Arif, editor, Kantardzic, Mehmed, editor, and Sayed-Mouchaweh, Moamar, editor

Published
2020
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