Issue 4/2021
Content (42 Articles)
Analysis and comparison of machine learning classifiers and deep neural networks techniques for recognition of Farsi handwritten digits
Y. A. Nanehkaran, Defu Zhang, S. Salimi, Junde Chen, Yuan Tian, Najla Al-Nabhan
Suspicious activity detection using deep learning in secure assisted living IoT environments
G. Vallathan, A. John, Chandrasegar Thirumalai, SenthilKumar Mohan, Gautam Srivastava, Jerry Chun-Wei Lin
Efficient code development for improving execution performance in high-performance computing centers
Javier Corral-García, Felipe Lemus-Prieto, Miguel-Ángel Pérez-Toledano
Parallel implementation of Nussbaumer algorithm and number theoretic transform on a GPU platform: application to qTESLA
Wai-Kong Lee, Sedat Akleylek, Denis Chee-Keong Wong, Wun-She Yap, Bok-Min Goi, Seong-Oun Hwang
On the use of many-core Marvell ThunderX2 processor for HPC workloads
Víctor Soria-Pardos, Adrià Armejach, Darío Suárez, Miquel Moretó
An efficient management scheme of blockchain-based cloud user information using probabilistic weighting
Yoon-Su Jeong, Byeong-Tae Ahn
A secure three-factor-based authentication with key agreement protocol for e-Health clouds
Yulei Chen, Jianhua Chen
SMOaaS: a Scalable Matrix Operation as a Service model in Cloud
Ujjwal KC, Sudheer Kumar Battula, Saurabh Garg, Ranesh Kumar Naha, Md Anwarul Kaium Patwary, Alexander Brown
Generalized sparse filtering for rotating machinery fault diagnosis
Chun Cheng, Yan Hu, Jinrui Wang, Haining Liu, Michael Pecht
A comparative analysis of prominently used MCDM methods in cloud environment
Neeraj, Major Singh Goraya, Damanpreet Singh
A low redundancy and high time efficiency large-scale task assignment strategy for heterogeneous service-oriented cloud computing systems
Jiang Zhu, Lizan Wang, Guoqi Xie, Tingrui Pei, Sangyoon Oh, Zhetao Li
A performance- and energy-oriented extended tuning process for time-step-based scientific applications
Natalia Kalinnik, Robert Kiesel, Thomas Rauber, Marcel Richter, Gudula Rünger
SINGLETON: A lightweight and secure end-to-end encryption protocol for the sensor networks in the Internet of Things based on cryptographic ratchets
Amir Hassani Karbasi, Siyamak Shahpasand
Network intrusion detection using multi-architectural modular deep neural network
Ramin Atefinia, Mahmood Ahmadi
DNetUnet: a semi-supervised CNN of medical image segmentation for super-computing AI service
Kuo-Kun Tseng, Ran Zhang, Chien-Ming Chen, Mohammad Mehedi Hassan
A multiple multilayer perceptron neural network with an adaptive learning algorithm for thyroid disease diagnosis in the internet of medical things
Mehdi Hosseinzadeh, Omed Hassan Ahmed, Marwan Yassin Ghafour, Fatemeh Safara, Hawkar kamaran hama, Saqib Ali, Bay Vo, Hsiu-Sen Chiang
An improved model for predicting trip mode distribution using convolution deep learning
Amin Nezarat, N. Seifadini
Gait recognition for person re-identification
Omar Elharrouss, Noor Almaadeed, Somaya Al-Maadeed, Ahmed Bouridane
Analysis of blockchain system based on vacation queueing model
Jiaqi Fan, Zhanyou Ma, Yang Zhang, Changzhen Zhang
Development of data governance components using DEMATEL and content analysis
Kyoung-ae Jang, Woo-Je Kim
RenyiBS: Renyi entropy basis selection from wavelet packet decomposition tree for phonocardiogram classification
Fatemeh Safara, Asri Ranga Abdullah Ramaiah
Centroid-Based Routing protocol with moving sink node for uniform and non-uniform distribution of wireless sensor nodes
Habila Basumatary, Arindam Debnath, Mrinal Kanti Deb Barma, Bidyut Kumar Bhattacharyya
Improving the learning of self-driving vehicles based on real driving behavior using deep neural network techniques
Nayereh Zaghari, Mahmood Fathy, Seyed Mahdi Jameii, Mohammad Sabokrou, Mohammad Shahverdy
A semi-supervised approach in detecting sentiment and emotion based on digital payment reviews
Vimala Balakrishnan, Pik Yin Lok, Hajar Abdul Rahim
Bayesian neural networks at scale: a performance analysis and pruning study
Himanshu Sharma, Elise Jennings
A novel enhanced region proposal network and modified loss function: threat object detection in secure screening using deep learning
Priscilla Steno, Abeer Alsadoon, P. W. C. Prasad, Thair Al-Dala’in, Omar Hisham Alsadoon
Facilitating the learning process in parallel computing by using instant messaging
Ángel Manuel Guerrero-Higueras, Lídia Sánchez-González, Miguel Ángel Conde-González, Manuel Castejón-Limas
A lightweight solution to epileptic seizure prediction based on EEG synchronization measurement
Shasha Zhang, Dan Chen, Rajiv Ranjan, Hengjin Ke, Yunbo Tang, Albert Y. Zomaya
PerficientCloudSim: a tool to simulate large-scale computation in heterogeneous clouds
Muhammad Zakarya, Lee Gillam, Ayaz Ali Khan, Izaz Ur Rahman
Performance prediction of parallel applications: a systematic literature review
Jesus Flores-Contreras, Hector A. Duran-Limon, Arturo Chavoya, Sergio H. Almanza-Ruiz
Toward the inclusion of end-to-end security in the OM2M platform
Simone Patonico, Thanh-Long Nguyen, Placide Shabisha, An Braeken, Kris Steenhaut
High-capacity ride-sharing via shortest path clustering on large road networks
Haojia Zuo, Bo Cao, Ying Zhao, Bilong Shen, Weimin Zheng, Yan Huang
Ensemble-based clustering of large probabilistic graphs using neighborhood and distance metric learning
Malihe Danesh, Morteza Dorrigiv, Farzin Yaghmaee
Lower bounds for dilation, wirelength, and edge congestion of embedding graphs into hypercubes
R. Sundara Rajan, Thomas Kalinowski, Sandi Klavžar, Hamid Mokhtar, T. M. Rajalaxmi
Ultrasound image analysis technology under deep belief networks in evaluation on the effects of diagnosis and chemotherapy of cervical cancer
Hongzhen Zhou, Shuyuan Wang, Tao Zhang, Demei Liu, Kevin Yang
Two-phase node deployment for target coverage in rechargeable WSNs using genetic algorithm and integer linear programming
Mahsa Zameni, Aref Rezaei, Leili Farzinvash
A novel attention fusion network-based framework to ensemble the predictions of CNNs for lymph node metastasis detection
Chinmay Rane, Raj Mehrotra, Shubham Bhattacharyya, Mukta Sharma, Mahua Bhattacharya