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ORCIDPeerJ Computer Science, Volume 7
Volume 7, 2021
- Ayla Gülcü
, Zeki Kus:
Multi-objective simulated annealing for hyper-parameter optimization in convolutional neural networks. e338 - Félix A. Martín-Velicia, Juan-Pedro Cabrera-Sanchez, Eloy Gil-Cordero, Pedro R. Palos-Sanchez:
Researching COVID-19 tracing app acceptance: incorporating theory from the technological acceptance model. e316 - Ferhat Özgür Çatak, Javed Ahmed, Kevser Sahinbas, Zahid Hussain Khand:
Data augmentation based malware detection using convolutional neural networks. e346 - Seungjin Lee, Azween B. Abdullah, N. Z. Jhanjhi, S. H. Kok:
Classification of botnet attacks in IoT smart factory using honeypot combined with machine learning. e350 - Md Akizur Rahman, Ravie Chandren Muniyandi, Dheeb Albashish, Md. Mokhlesur Rahman, Opeyemi Lateef Usman:
Artificial neural network with Taguchi method for robust classification model to improve classification accuracy of breast cancer. e344 - Alex Noel Joseph Raj, Haipeng Zhu, Asiya Khan, Zhemin Zhuang, Zengbiao Yang, Vijayalakshmi G. V. Mahesh, Karthik Ganesan:
ADID-UNET - a segmentation model for COVID-19 infection from lung CT scans. e349 - Krasimir Kordov, Stanimir Zhelezov:
Steganography in color images with random order of pixel selection and encrypted text message embedding. e380 - Sameh Ghanem:
Enhancement of small doppler frequencies detection for LFMCW radar. e367 - Nisar Wani, Khalid Raza:
MKL-GRNI: A parallel multiple kernel learning approach for supervised inference of large-scale gene regulatory networks. e363 - Shilpa Gite, Hrituja Khatavkar, Ketan Kotecha, Shilpi Srivastava, Priyam Maheshwari, Neerav Pandey:
Explainable stock prices prediction from financial news articles using sentiment analysis. e340
- Dipta Das, Andrew Walker, Vincent Bushong, Jan Svacina, Tomás Cerný, Vashek Matyas:
On automated RBAC assessment by constructing a centralized perspective for microservice mesh. e376 - Sana Aurangzeb, Rao Naveed Bin Rais, Muhammad Aleem, Muhammad Arshad Islam, Muhammad Azhar Iqbal:
On the classification of Microsoft-Windows ransomware using hardware profile. e361 - Jinghua Yu, Stefan Wagner, Feng Luo:
Data-flow-based adaption of the System-Theoretic Process Analysis for Security (STPA-Sec). e362 - Aykut Karakaya, Sedat Akleylek:
A novel IoT-based health and tactical analysis model with fog computing. e342 - Iftikhar Ahmad, Muhammad Ovais Ahmad, Mohammed A. Alqarni, Abdulwahab Ali Almazroi, Muhammad Imran Khan Khalil:
Using algorithmic trading to analyze short term profitability of Bitcoin. e337 - Santiago Omar Caballero Morales:
Solution strategy based on Gaussian mixture models and dispersion reduction for the capacitated centered clustering problem. e332 - Shiu Kumar, Ronesh Sharma, Alok Sharma:
OPTICAL+: a frequency-based deep learning scheme for recognizing brain wave signals. e375 - Ilya Makarov, Dmitrii Kiselev, Nikita Nikitinsky, Lovro Subelj:
Survey on graph embeddings and their applications to machine learning problems on graphs. e357 - Fabio Giachelle, Dennis Dosso, Gianmaria Silvello:
Search, access, and explore life science nanopublications on the Web. e335 - Bhavana R. Bhamare, Jeyanthi Prabhu:
A supervised scheme for aspect extraction in sentiment analysis using the hybrid feature set of word dependency relations and lemmas. e347 - Muhammad Rizwan Ali, Farooq Ahmad, Muhammad Hasanain Chaudary, Zuhaib Ashfaq Khan, Mohammed Alqahtani, Jehad Alqurni, Zahid Ullah, Wasim Ullah Khan:
Petri Net based modeling and analysis for improved resource utilization in cloud computing. e351 - Diomidis Spinellis, Panos Louridas, Maria Kechagia:
Software evolution: the lifetime of fine-grained elements. e372 - Nikita Bhandari, Satyajeet P. Khare, Rahee Walambe, Ketan Kotecha:
Comparison of machine learning and deep learning techniques in promoter prediction across diverse species. e365 - Ravikiran Yeleswarapu, Arun K. Somani:
Addressing multiple bit/symbol errors in DRAM subsystem. e359 - Mahwish Naz, Jamal Hussain Shah, Muhammad Attique Khan, Muhammad Sharif, Mudassar Raza, Robertas Damasevicius:
From ECG signals to images: a transformation based approach for deep learning. e386 - Omar M. Elzeki, Mohamed Abd Elfattah, Hanaa Salem, Aboul Ella Hassanien, Mahmoud Y. Shams:
A novel perceptual two layer image fusion using deep learning for imbalanced COVID-19 dataset. e364 - Massimiliano Fasi, Nicholas J. Higham, Mantas Mikaitis, Srikara Pranesh:
Numerical behavior of NVIDIA tensor cores. e330 - Arpan Srivastava, Sonakshi Jain, Ryan Miranda, Shruti Patil, Sharnil Pandya, Ketan Kotecha:
Deep learning based respiratory sound analysis for detection of chronic obstructive pulmonary disease. e369 - Suluk Chaikhan, Suphakant Phimoltares, Chidchanok Lursinsap:
Correct and stable sorting for overflow streaming data with a limited storage size and a uniprocessor. e355 - Rodney Pino, Renier G. Mendoza, Rachelle Sambayan:
Optical character recognition system for Baybayin scripts using support vector machine. e360 - Duc N. M. Hoang, Duc M. Tran, Thanh-Sang Tran, Hoang-Anh Pham:
An adaptive weighting mechanism for Reynolds rules-based flocking control scheme. e388 - Seyed-Kourosh Tabatabaei, Omid Fatahi Valilai, Ali Abedian, Mohammad Khalilzadeh:
A novel framework for storage assignment optimization inspired by finite element method. e378 - Mallikarjuna Reddy Ayaluri, Sudheer Reddy K., Srinivasa Reddy Konda, Sudharshan Reddy Chidirala:
Efficient steganalysis using convolutional auto encoder network to ensure original image quality. e356 - João Paulo Folador, Marcus Fraga Vieira, Adriano Alves Pereira, Adriano de Oliveira Andrade:
Open-source data management system for Parkinson's disease follow-up. e396 - Rigo E. Ramos-Vargas, Israel Román-Godínez, Sulema Torres-Ramos:
Comparing general and specialized word embeddings for biomedical named entity recognition. e384 - Omar M. Elzeki, Mahmoud Y. Shams, Shahenda Sarhan, Mohamed Abd Elfattah, Aboul Ella Hassanien:
COVID-19: a new deep learning computer-aided model for classification. e358 - Anant R. Bhatt, Amit Ganatra, Ketan Kotecha:
Cervical cancer detection in pap smear whole slide images using convNet with transfer learning and progressive resizing. e348 - Mona Alshahrani, Maha A. Thafar, Magbubah Essack:
Application and evaluation of knowledge graph embeddings in biomedical data. e341 - Jesús Hernández-Barragán, Jorge D. Rios, Javier Gomez-Avila, Nancy Arana-Daniel, Carlos López-Franco, Alma Y. Alanis:
Adaptive neural PD controllers for mobile manipulator trajectory tracking. e393 - Tharun J. Iyer, Alex Noel Joseph Raj, Sushil Ghildiyal, Ruban Nersisson:
Performance analysis of lightweight CNN models to segment infectious lung tissues of COVID-19 cases from tomographic images. e368 - Malik Yousef, Ege Ülgen, Osman Ugur Sezerman:
CogNet: classification of gene expression data based on ranked active-subnetwork-oriented KEGG pathway enrichment analysis. e336 - Adi Alhudhaif, Zafer Cömert, Kemal Polat:
Otitis media detection using tympanic membrane images with a novel multi-class machine learning algorithm. e405 - Sándor Szénási:
Analysis of historical road accident data supporting autonomous vehicle control strategies. e399 - Robert Winkler:
MeteoMex: open infrastructure for networked environmental monitoring and agriculture 4.0. e343 - Ningning Hu, Aihui Wang, Yuanhang Wu:
Robust adaptive PD-like control of lower limb rehabilitation robot based on human movement data. e394 - Mariusz Pleszczynski:
Implementation of the computer tomography parallel algorithms with the incomplete set of data. e339 - Zaid Saeb Sabri, Zhiyong Li:
Low-cost intelligent surveillance system based on fast CNN. e402 - Angelina S. Kharchevnikova, Andrey V. Savchenko:
Efficient video face recognition based on frame selection and quality assessment. e391 - Ismail Mohd Khairuddin, Shahrul Naim Sidek, Anwar P. P. Abdul Majeed, Mohd Azraai Mohd Razman, Asmarani Ahmad Puzi, Hazlina Md Yusof:
The classification of movement intention through machine learning models: the identification of significant time-domain EMG features. e379 - Frédérique E. Oggier, Anwitaman Datta:
Renyi entropy driven hierarchical graph clustering. e366 - Luca Ardito, Luca Barbato, Riccardo Coppola, Michele Valsesia:
Evaluation of Rust code verbosity, understandability and complexity. e406 - Umer Iqbal, Ijaz Ali Shoukat, Ihsan Elahi, Afshan Kanwal, Bakhtawar Farrukh, Mohammed Alqahtani, Abdul Rauf, Jehad Alqurni:
Optimal sequence for chain matrix multiplication using evolutionary algorithm. e395
- Ehsan Vaziri Goudarzi, Mahmoud Houshmand, Omid Fatahi Valilai, Vahidreza Ghezavati, Shahrooz Bamdad:
Equilibrial service composition model in Cloud manufacturing (ESCM) based on non-cooperative and cooperative game theory for healthcare service equipping. e410 - Lingxiang Yao, Worapan Kusakunniran, Qiang Wu, Jian Zhang:
Gait recognition using a few gait frames. e382 - Josu Doncel:
Age of information of a server with energy requirements. e354 - Ahmed Shalaby, Ramadan Gad, Ezz El-Din Hemdan, Nawal A. El-Fishawy:
An efficient multi-factor authentication scheme based CNNs for securing ATMs over cognitive-IoT. e381 - Mamunur Rashid, Bifta Sama Bari, Md Jahid Hasan, Mohd Azraai Mohd Razman, Rabiu Muazu Musa, Ahmad Fakhri Ab. Nasir, Anwar P. P. Abdul Majeed:
The classification of motor imagery response: an accuracy enhancement through the ensemble of random subspace k-NN. e374 - David Opeoluwa Oyewola, Dada Emmanuel Gbenga, Sanjay Misra, Robertas Damasevicius:
Detecting cassava mosaic disease using a deep residual convolutional neural network with distinct block processing. e352 - Chiranjibi Sitaula, Anish Basnet, Sunil Aryal:
Vector representation based on a supervised codebook for Nepali documents classification. e412 - Zhiyang Ma, Wenfeng Zheng, Xiaobing Chen, Lirong Yin:
Joint embedding VQA model based on dynamic word vector. e353 - Niklas Tötsch, Daniel Hoffmann:
Classifier uncertainty: evidence, potential impact, and probabilistic treatment. e398 - Sajjad Shumaly, Mohsen Yazdinejad, Yanhui Guo:
Persian sentiment analysis of an online store independent of pre-processing using convolutional neural network with fastText embeddings. e422 - Jesús Hernández-Barragán, Carlos López-Franco, Nancy Arana-Daniel, Alma Y. Alanis:
Inverse kinematics for cooperative mobile manipulators based on self-adaptive differential evolution. e419 - Yewon Kim, Yongjin Yeom:
Accelerated implementation for testing IID assumption of NIST SP 800-90B using GPU. e404 - Tobias Kuhn, Ruben Taelman, Vincent Emonet, Haris Antonatos, Stian Soiland-Reyes, Michel Dumontier:
Semantic micro-contributions with decentralized nanopublication services. e387 - Saood Iqbal, Abdul Shahid, Muhammad Roman, Zahid Khan, Shaha T. Al-Otaibi, Lisu Yu:
TKFIM: Top-K frequent itemset mining technique based on equivalence classes. e385 - Muhammad Pervez Akhter, Jiangbin Zheng, Farkhanda Afzal, Hui Lin, Saleem Riaz, Atif Mehmood:
Supervised ensemble learning methods towards automatically filtering Urdu fake news within social media. e425 - Shirin Tavara, Alexander Schliep:
Effects of network topology on the performance of consensus and distributed learning of SVMs using ADMM. e397 - Pedro Henrique Dias Valle, Lina Garcés, Tiago Volpato, Silverio Martínez-Fernández, Elisa Yumi Nakagawa:
Towards suitable description of reference architectures. e392 - Nirav Bhatt, Amit Thakkar:
An efficient approach for low latency processing in stream data. e426 - Omneya Attallah, Maha A. Sharkas:
GASTRO-CADx: a three stages framework for diagnosing gastrointestinal diseases. e423 - Bilal Hayat Butt, Muhammad Rafi, Muhammad Sabih:
A systematic metadata harvesting workflow for analysing scientific networks. e421 - Stéfani S. Pires, Artur Ziviani, Leobino N. Sampaio:
Contextual dimensions for cache replacement schemes in information-centric networks: a systematic review. e418 - Ching-Ru Ko, Hsien-Tsung Chang:
LSTM-based sentiment analysis for stock price forecast. e408 - Noman Tahir, Muhammad Asif, Shahbaz Ahmad, Muhammad Sheraz Arshad Malik, Hanan Aljuaid, Muhammad Arif Butt, Mobashar Rehman:
FNG-IE: an improved graph-based method for keyword extraction from scholarly big-data. e389 - Xiangbo Qi, Zhonghu Yuan, Yan Song:
An integrated cuckoo search optimizer for single and multi-objective optimization problems. e370 - Osman Altay, Mustafa Ulas, Kürsat Esat Alyamac:
DCS-ELM: a novel method for extreme learning machine for regression problems and a new approach for the SFRSCC. e411 - Shafaq Abbas, Zunera Jalil, Abdul Rehman Javed, Iqra Batool, Mohammad Zubair Khan, Abdulfattah Noorwali, Thippa Reddy Gadekallu, Aqsa Akbar:
BCD-WERT: a novel approach for breast cancer detection using whale optimization based efficient features and extremely randomized tree algorithm. e390 - Guilherme Dytz dos Santos, Ana L. C. Bazzan:
Sharing diverse information gets driver agents to learn faster: an application in en route trip building. e428 - Hamid Ali, Muhammad Zaid Rafique, Muhammad Shahzad Sarfraz, Muhammad Sheraz Arshad Malik, Mohammed Alqahtani, Jehad Alqurni:
A novel approach for solving travelling thief problem using enhanced simulated annealing. e377 - Adnan Mahmood Qureshi, Nadeem Anjum, Rao Naveed Bin Rais, Masood Ur Rehman, Amir Qayyum:
Detection of malicious consumer interest packet with dynamic threshold values. e435 - Gökhan Erdemir:
Force transmission analysis of surface coating materials for multi-fingered robotic grippers. e401 - Ayesha Gauhar, Adnan Rashid, Osman Hasan, João Bispo, João M. P. Cardoso:
Formal verification of Matrix based MATLAB models using interactive theorem proving. e440 - Ahmad Nagm, Mohammed Safy Elwan:
Protection of the patient data against intentional attacks using a hybrid robust watermarking code. e400 - Audrius Kulikajevas, Rytis Maskeliunas, Robertas Damasevicius:
Detection of sitting posture using hierarchical image composition and deep learning. e442 - Shilan S. Hameed, Wan Haslina Hassan, Liza Abdul Latiff, Fahad Ghabban:
A systematic review of security and privacy issues in the internet of medical things; the role of machine learning approaches. e414 - Bowei Zhang, Pengcheng Liu:
Control and benchmarking of a 7-DOF robotic arm using Gazebo and ROS. e383 - Zhi Liu, Wendi Shu, Guojiang Shen, Xiangjie Kong:
Coordinated ramp signal optimization framework based on time series flux-correlation analysis. e446 - Jeffrey C. Oliver, Torbet McNeil:
Undergraduate data science degrees emphasize computer science and statistics but fall short in ethics training and domain-specific context. e441 - Amr Mohamed AbdelAziz, Taysir Hassan A. Soliman, Kareem Kamal A. Ghany, Adel A. Sewisy:
A hybrid multi-objective whale optimization algorithm for analyzing microarray data based on Apache Spark. e416 - Álvaro Herrero, Alfredo Jiménez, Roberto Alcalde:
Advanced feature selection to study the internationalization strategy of enterprises. e403 - Hyunjin Kim:
AresB-Net: accurate residual binarized neural networks using shortcut concatenation and shuffled grouped convolution. e454 - Luisanna Cocco, Roberto Tonelli, Michele Marchesi:
Predictions of bitcoin prices through machine learning based frameworks. e413 - Wenna Huang, Yong Peng, Yuan Ge, Wanzeng Kong:
A new Kmeans clustering model and its generalization achieved by joint spectral embedding and rotation. e450 - Jisung Yoon, Kai-Cheng Yang, Woo-Sung Jung, Yong-Yeol Ahn:
Persona2vec: a flexible multi-role representations learning framework for graphs. e439 - Woo-Rham Bae:
Today's computing challenges: opportunities for computer hardware design. e420 - Xinyu Liu, Peiwen Hao, Aihui Wang, Liangqi Zhang, Bo Gu, Xinyan Lu:
Non-destructive detection of highway hidden layer defects using a ground-penetrating radar and adaptive particle swarm support vector machine. e417 - Tahmid Hasan Pranto, Abdulla All Noman, Atik Mahmud, A. K. M. Bahalul Haque:
Blockchain and smart contract for IoT enabled smart agriculture. e407 - Martin Sarnovsky, Michal Kolarik:
Classification of the drifting data streams using heterogeneous diversified dynamic class-weighted ensemble. e459 - Mojtaba Mohammadpoor, Mehran Sheikhi karizaki, Mina Sheikhi karizaki:
A deep learning algorithm to detect coronavirus (COVID-19) disease using CT images. e345 - Rehab Duwairi, Ftoon Abu Shaqra:
Syntactic- and morphology-based text augmentation framework for Arabic sentiment analysis. e469 - Leon Fröhling, Arkaitz Zubiaga:
Feature-based detection of automated language models: tackling GPT-2, GPT-3 and Grover. e443 - Daniel Alcaide, Jan Aerts:
A visual analytic approach for the identification of ICU patient subpopulations using ICD diagnostic codes. e430 - Eman K. Elsayed, Ahmed Sharaf Eldin Ahmed, Hebatullah Rashed Younes:
Enhancing semantic belief function to handle decision conflicts in SoS using k-means clustering. e468 - Walid Osamy, Ahmed Aziz, Ahmed M. Khedr:
Deterministic clustering based compressive sensing scheme for fog-supported heterogeneous wireless sensor networks. e463 - Muhammad Ahtisham Aslam:
LOPDF: a framework for extracting and producing open data of scientific documents for smart digital libraries. e445 - Arushi Agarwal, Purushottam Sharma, Mohammed Alshehri, Ahmed A. Mohamed, Osama Alfarraj:
Classification model for accuracy and intrusion detection using machine learning approach. e437 - Bifta Sama Bari, Md Nahidul Islam, Mamunur Rashid, Md Jahid Hasan, Mohd Azraai Mohd Razman, Rabiu Muazu Musa, Ahmad Fakhri Ab. Nasir, Anwar P. P. Abdul Majeed:
A real-time approach of diagnosing rice leaf disease using deep learning-based faster R-CNN framework. e432 - G. Sekhar Reddy, Suneetha Chittineni:
Entropy based C4.5-SHO algorithm with information gain optimization in data mining. e424 - Faramarz Saghi, Mustafa Jahangoshai Rezaee:
An ensemble approach based on transformation functions for natural gas price forecasting considering optimal time delays. e409 - Marcus V. G. Ferreira, Flávio Henrique Teles Vieira:
Delay minimization based uplink resource allocation for device-to-device communications considering mmWave propagation. e462 - Mohammed Amine Bouras, Boming Xia, Adnan Omer Abuassba, Huansheng Ning, Qinghua Lu:
IoT-CCAC: a blockchain-based consortium capability access control approach for IoT. e455 - Kibebew Wakjira, Taye Negera, Aleksejs Zacepins, Armands Kviesis, Vitalijs Komasilovs, Sascha Fiedler, Sascha Kirchner, Oliver Hensel, Dwi M. J. Purnomo, Marlis Nawawi, Amanda Paramita, Okie Fauzi Rachman, Aditya Pratama, Nur Al Faizah, Markos Lemma, Stefanie Schaedlich, Angela Zur, Magdalena Sperl, Katrin Proschek, Kristina Gratzer, Robert Brodschneider:
Smart apiculture management services for developing countries - the case of SAMS project in Ethiopia and Indonesia. e484 - Abdulkadir Bilen, Ahmet Bedri Özer:
Cyber-attack method and perpetrator prediction using machine learning algorithms. e475 - Naveed Hussain, Hamid Turab Mirza, Abid Ali, Faiza Iqbal, Ibrar Hussain, Mohammad Kaleem:
Spammer group detection and diversification of customers' reviews. e472 - Ilia Sucholutsky, Matthias Schonlau:
Optimal 1-NN prototypes for pathological geometries. e464 - Reinel Tabares-Soto, Harold Brayan Arteaga-Arteaga, Alejandro Mora-Rubio, Mario Alejandro Bravo-Ortiz, Daniel Arias-Garzón, Jesús Alejandro Alzate-Grisales, Alejandro Buenaventura Burbano-Jacome, Simon Orozco-Arias, Gustavo A. Isaza, Raúl Ramos-Pollán:
Strategy to improve the accuracy of convolutional neural network architectures applied to digital image steganalysis in the spatial domain. e451 - Salman Raza, Muhammad Ayzed Mirza, Shahbaz Ahmad, Muhammad Asif, Muhammad Babar Rasheed, Yazeed Ghadi:
A vehicle to vehicle relay-based task offloading scheme in Vehicular Communication Networks. e486