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The Journal of Supercomputing

The Journal of Supercomputing 4/2021

Issue 4/2021

Table of Contents ( 42 Articles )

28-07-2020 | Issue 4/2021

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

29-07-2020 | Issue 4/2021

A new method of abnormal behavior detection using LSTM network with temporal attention mechanism

Limin Xia, Zhenmin Li

30-07-2020 | Issue 4/2021

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

30-07-2020 | Issue 4/2021

Efficient code development for improving execution performance in high-performance computing centers

Javier Corral-García, Felipe Lemus-Prieto, Miguel-Ángel Pérez-Toledano

11-08-2020 | Issue 4/2021

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

13-08-2020 | Issue 4/2021

On the use of many-core Marvell ThunderX2 processor for HPC workloads

Víctor Soria-Pardos, Adrià Armejach, Darío Suárez, Miquel Moretó

14-08-2020 | Issue 4/2021

An efficient management scheme of blockchain-based cloud user information using probabilistic weighting

Yoon-Su Jeong, Byeong-Tae Ahn

18-08-2020 | Issue 4/2021

A secure three-factor-based authentication with key agreement protocol for e-Health clouds

Yulei Chen, Jianhua Chen

18-08-2020 | Issue 4/2021

SMOaaS: a Scalable Matrix Operation as a Service model in Cloud

KC Ujjwal, Sudheer Kumar Battula, Saurabh Garg, Ranesh Kumar Naha, Md Anwarul Kaium Patwary, Alexander Brown

18-08-2020 | Issue 4/2021

Generalized sparse filtering for rotating machinery fault diagnosis

Chun Cheng, Yan Hu, Jinrui Wang, Haining Liu, Michael Pecht

18-08-2020 | Issue 4/2021

A comparative analysis of prominently used MCDM methods in cloud environment

Neeraj, Major Singh Goraya, Damanpreet Singh

20-08-2020 | Issue 4/2021

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

25-08-2020 | Issue 4/2021 Open Access

A performance- and energy-oriented extended tuning process for time-step-based scientific applications

Natalia Kalinnik, Robert Kiesel, Thomas Rauber, Marcel Richter, Gudula Rünger

25-08-2020 | Issue 4/2021

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

25-08-2020 | Issue 4/2021

A compensation textures dehazing method for water alike area

Jian Zhang, Feihu Feng, Wanjuan Song

25-08-2020 | Issue 4/2021

Network intrusion detection using multi-architectural modular deep neural network

Ramin Atefinia, Mahmood Ahmadi

26-08-2020 | Issue 4/2021

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

26-08-2020 | Issue 4/2021

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

27-08-2020 | Issue 4/2021

An improved model for predicting trip mode distribution using convolution deep learning

Amin Nezarat, N. Seifadini

27-08-2020 | Issue 4/2021 Open Access

Gait recognition for person re-identification

Omar Elharrouss, Noor Almaadeed, Somaya Al-Maadeed, Ahmed Bouridane

28-08-2020 | Issue 4/2021

Analysis of blockchain system based on vacation queueing model

Jiaqi Fan, Zhanyou Ma, Yang Zhang, Changzhen Zhang

28-08-2020 | Issue 4/2021

Development of data governance components using DEMATEL and content analysis

Kyoung-ae Jang, Woo-Je Kim

31-08-2020 | Issue 4/2021

RenyiBS: Renyi entropy basis selection from wavelet packet decomposition tree for phonocardiogram classification

Fatemeh Safara, Asri Ranga Abdullah Ramaiah

31-08-2020 | Issue 4/2021

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

31-08-2020 | Issue 4/2021

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

01-09-2020 | Issue 4/2021

A semi-supervised approach in detecting sentiment and emotion based on digital payment reviews

Vimala Balakrishnan, Pik Yin Lok, Hajar Abdul Rahim

04-09-2020 | Issue 4/2021

Bayesian neural networks at scale: a performance analysis and pruning study

Himanshu Sharma, Elise Jennings

07-09-2020 | Issue 4/2021

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

07-09-2020 | Issue 4/2021

Construction and verification of retinal vessel segmentation algorithm for color fundus image under BP neural network model

Siyuan Tang, Feifei Yu

07-09-2020 | Issue 4/2021

Structure fault tolerance of balanced hypercubes

Yuxing Yang, Xiaohui Li, Jing Li

09-09-2020 | Issue 4/2021 Open Access

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

09-09-2020 | Issue 4/2021

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

10-09-2020 | Issue 4/2021

Static and incremental dynamic approaches for multi-objective bitmap join indexes selection in data warehouses

Lyazid Toumi, Ahmet Ugur

10-09-2020 | Issue 4/2021

PerficientCloudSim: a tool to simulate large-scale computation in heterogeneous clouds

Muhammad Zakarya, Lee Gillam, Ayaz Ali Khan, Izaz Ur Rahman

10-09-2020 | Issue 4/2021

Performance prediction of parallel applications: a systematic literature review

Jesus Flores-Contreras, Hector A. Duran-Limon, Arturo Chavoya, Sergio H. Almanza-Ruiz

14-09-2020 | Issue 4/2021

Toward the inclusion of end-to-end security in the OM2M platform

Simone Patonico, Thanh-Long Nguyen, Placide Shabisha, An Braeken, Kris Steenhaut

14-09-2020 | Issue 4/2021

High-capacity ride-sharing via shortest path clustering on large road networks

Haojia Zuo, Bo Cao, Ying Zhao, Bilong Shen, Weimin Zheng, Yan Huang

14-09-2020 | Issue 4/2021

Ensemble-based clustering of large probabilistic graphs using neighborhood and distance metric learning

Malihe Danesh, Morteza Dorrigiv, Farzin Yaghmaee

16-09-2020 | Issue 4/2021

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

16-09-2020 | Issue 4/2021

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

17-09-2020 | Issue 4/2021

Two-phase node deployment for target coverage in rechargeable WSNs using genetic algorithm and integer linear programming

Mahsa Zameni, Aref Rezaei, Leili Farzinvash

21-09-2020 | Issue 4/2021

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

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