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ORCIDPeerJ Computer Science, Volume 6
Volume 6, 2020
- El mehdi Cherrat
, Rachid Alaoui, Hassane Bouzahir:
Convolutional neural networks approach for multimodal biometric identification system using the fusion of fingerprint, finger-vein and face images. e248 - Haoqi Li, Brian R. Baucom, Panayiotis G. Georgiou:
Linking emotions to behaviors through deep transfer learning. e246 - Jarrett D. Phillips, Steven H. French, Robert H. Hanner, Daniel J. Gillis:
HACSim: an R package to estimate intraspecific sample sizes for genetic diversity assessment using haplotype accumulation curves. e243 - Bérenger Bramas, Alain Ketterlin:
Improving parallel executions by increasing task granularity in task-based runtime systems using acyclic DAG clustering. e247 - Olalekan Agbolade, Azree Nazri, Razali Yaakob, Abdul Azim Abdul Ghani, Yoke Kqueen Cheah:
Landmark-based homologous multi-point warping approach to 3D facial recognition using multiple datasets. e249 - Zhaodong Hao, Dekang Lv, Ying Ge, Jisen Shi, Dolf Weijers, Guangchuang Yu, Jinhui Chen:
RIdeogram: drawing SVG graphics to visualize and map genome-wide data on the idiograms. e251 - Noura Al Moubayed, Andrew Stephen McGough, Bashar Awwad Shiekh Hasan:
Beyond the topics: how deep learning can improve the discriminability of probabilistic topic modelling. e252
- Nafees Sadique, Al Amin Neaz Ahmed, Md Tajul Islam, Md. Nawshad Pervage, Swakkhar Shatabda:
Image-based effective feature generation for protein structural class and ligand binding prediction. e253 - Alexandre Krebs, Yannick Benezeth, Franck Marzani:
Intrinsic RGB and multispectral images recovery by independent quadratic programming. e256 - Luciano A. Abriata:
Building blocks for commodity augmented reality-based molecular visualization and modeling in web browsers. e260 - Gayatri Kapil, Alka Agrawal, Abdulaziz Attaallah, Abdullah M. Algarni, Rajeev Kumar, Raees Ahmad Khan:
Attribute based honey encryption algorithm for securing big data: Hadoop distributed file system perspective. e259 - Antonio Maratea, Angelo Ciaramella, Giuseppe Pio Cianci:
Record linkage of banks and municipalities through multiple criteria and neural networks. e258
- Jingzhi Tu, Guoxiang Yang, Pian Qi, Zengyu Ding, Gang Mei:
Comparative investigation of parallel spatial interpolation algorithms for building large-scale digital elevation models. e263 - Azam Asilian Bidgoli, Hossein Ebrahimpour-Komleh, Shahryar Rahnamayan:
An evolutionary decomposition-based multi-objective feature selection for multi-label classification. e261 - Xueyang Yao, Natalie Baddour:
Discrete two dimensional Fourier transform in polar coordinates part II: numerical computation and approximation of the continuous transform. e257 - Massimo Stella, Anna Zaytseva:
Forma mentis networks map how nursing and engineering students enhance their mindsets about innovation and health during professional growth. e255 - Giuseppe Fusco, Lerina Aversano:
An approach for semantic integration of heterogeneous data sources. e254 - Varsha Kakkara, Karthi Balasubramanian, B. Yamuna, Deepak Mishra, Karthikeyan Lingasubramanian, Senthil Murugan:
A Viterbi decoder and its hardware Trojan models: an FPGA-based implementation study. e250 - Christopher A. Mirabzadeh, F. Marty Ytreberg:
Implementation of adaptive integration method for free energy calculations in molecular systems. e264 - Rupali S. Wagh, Deepa Anand:
Legal document similarity: a multi-criteria decision-making perspective. e262 - Binh Minh Nguyen, Thanh-Chung Dao, Ba-Lam Do:
Towards a blockchain-based certificate authentication system in Vietnam. e266 - Charalampos P. Triantafyllidis, Nikolaos Samaras:
A new non-monotonic infeasible simplex-type algorithm for Linear Programming. e265
- Saeid Ghafouri, Seyed Hossein Khasteh:
A survey on exponential random graph models: an application perspective. e269 - Reinel Tabares-Soto, Simon Orozco-Arias, Victor Romero-Cano, Vanesa Segovia Bucheli, José Luis Rodríguez-Sotelo, Cristian Felipe Jiménez-Varón:
A comparative study of machine learning and deep learning algorithms to classify cancer types based on microarray gene expression data. e270
- Guoqing Wang, Lei Zhuang, Yu Song, Mengyang He, Ding Ma, Ling Ma:
Exact acceleration of complex real-time model checking based on overlapping cycle. e272 - Kenenbek Arzymatov, Andrey A. Sapronov, Vladislav Belavin, Leonid Gremyachikh, Maksim Karpov, Andrey Ustyuzhanin, Ivan Tchoub, Artem Ikoev:
SANgo: a storage infrastructure simulator with reinforcement learning support. e271 - Maxim Borisyak, Tatiana Gaintseva, Andrey Ustyuzhanin:
Adaptive divergence for rapid adversarial optimization. e274 - Chifumi Nishioka, Jörn Hauke, Ansgar Scherp:
Influence of tweets and diversification on serendipitous research paper recommender systems. e273 - Veronika Plotnikova, Marlon Dumas, Fredrik Milani:
Adaptations of data mining methodologies: a systematic literature review. e267
- Binti Solihah, Azhari, Aina Musdholifah:
Enhancement of conformational B-cell epitope prediction using CluSMOTE. e275 - Ghazaleh Khodabandelou, Etienne Routhier, Julien Mozziconacci:
Genome annotation across species using deep convolutional neural networks. e278 - James R. Watson, Zach Gelbaum, Mathew Titus, Grant Zoch, David Wrathall:
Identifying multiscale spatio-temporal patterns in human mobility using manifold learning. e276 - Lilliana Sancho-Chavarría, Fabian Beck, Erick Mata-Montero:
An expert study on hierarchy comparison methods applied to biological taxonomies curation. e277 - Abder-Rahman Ali, Jingpeng Li, Guang Yang, Sally Jane O'Shea:
A machine learning approach to automatic detection of irregularity in skin lesion border using dermoscopic images. e268
- Nicola Uras, Lodovica Marchesi, Michele Marchesi, Roberto Tonelli:
Forecasting Bitcoin closing price series using linear regression and neural networks models. e279 - Thomas R. Etherington:
Discrete natural neighbour interpolation with uncertainty using cross-validation error-distance fields. e282 - Bashir Ghariba, Mohamed S. Shehata, Peter F. McGuire:
A novel fully convolutional network for visual saliency prediction. e280 - Alba Arceo-Vilas, Carlos Fernandez-Lozano, Salvador Pita, Sonia Pértega Díaz, Alejandro Pazos:
Identification of predictive factors of the degree of adherence to the Mediterranean diet through machine-learning techniques. e287 - Ferhat Özgür Çatak, Ahmet Faruk Yazi, Ogerta Elezaj, Javed Ahmed:
Deep learning based Sequential model for malware analysis using Windows exe API Calls. e285
- Tianxing Man, Vasiliy Osipov, Alexander Ivanovich Vodyaho, Andrey Kalmatskiy, Natalia Alexandrovna Zhukova, Sergey Lebedev, Yulia A. Shichkina:
Reconfigurable monitoring for telecommunication networks. e288 - Jan-Peter Ostberg, Daniel Graziotin, Stefan Wagner, Birgit Derntl:
A methodology for psycho-biological assessment of stress in software engineering. e286 - Gustavo Teodoro Gabriel, Afonso Teberga Campos, Aline de Lima Magacho, Lucas Cavallieri Segismondi, Flávio Fraga Vilela, Jose Antonio de Queiroz, José Arnaldo Barra Montevechi:
Lean thinking by integrating with discrete event simulation and design of experiments: an emergency department expansion. e284 - Ken Hasselmann, Mauro Birattari:
Modular automatic design of collective behaviors for robots endowed with local communication capabilities. e291 - Camila K. Dias, Robert Starke, Victor S. Pylro, Daniel K. Morais:
Database limitations for studying the human gut microbiome. e289 - R. Ananthalakshmi Ammal, P. C. Sajimon, S. S. Vinodchandra:
Termite inspired algorithm for traffic engineering in hybrid software defined networks. e283
- James P. Bagrow:
Democratizing AI: non-expert design of prediction tasks. e296 - Kamal A. ElDahshan, AbdAllah A. AlHabshy, Gaber E. Abutaleb:
Data in the time of COVID-19: a general methodology to select and secure a NoSQL DBMS for medical data. e297 - Fernando Rojas, Peter Fernandes Wanke, Giuliani Coluccio, Juan Vega-Vargas, Gonzalo F. Huerta-Canepa:
Managing slow-moving item: a zero-inflated truncated normal approach for modeling demand. e298 - Massimo Stella:
Text-mining forma mentis networks reconstruct public perception of the STEM gender gap in social media. e295 - Savas Takan:
Creation of mutants by using centrality criteria in social network analysis. e293 - Aleksandr Erokhin, Konstantin Koshechkin, Ilya Ryabkov:
The distributed ledger technology as a measure to minimize risks of poor-quality pharmaceuticals circulation. e292 - Jin Xu, Baozhu Jia, Xinxiang Pan, Ronghui Li, Liang Cao, Can Cui, Haixia Wang, Bo Li:
Hydrographic data inspection and disaster monitoring using shipborne radar small range images with electronic navigation chart. e290 - Abdulrazzaq Qasem Ali, Abu Bakar Md Sultan, Abdul Azim Abdul Ghani, Hazura Zulzalil:
Development of a valid and reliable software customization model for SaaS quality through iterative method: perspectives from academia. e294 - Remzi Celebi, Joao Rebelo Moreira, Ahmed A. Hassan, Sandeep Ayyar, Lars Ridder, Tobias Kuhn, Michel Dumontier:
Towards FAIR protocols and workflows: the OpenPREDICT use case. e281 - Mathieu Fortin:
Executing native Java code in R: an approach based on a local server. e300 - Eitan Frachtenberg, Noah Koster:
A survey of accepted authors in computer systems conferences. e299
- Dina Ahmed Ragab, Omneya Attallah:
FUSI-CAD: Coronavirus (COVID-19) diagnosis based on the fusion of CNNs and handcrafted features. e306 - Shimaa El-bana, Ahmad Al-Kabbany, Maha Sharkas:
A multi-task pipeline with specialized streams for classification and segmentation of infection manifestations in COVID-19 scans. e303
- Morten Lind:
Real-time quintic Hermite interpolation for robot trajectory execution. e304 - Olga Ogorodnyk, Mats Larsen, Ole Vidar Lyngstad, Kristian Martinsen:
Towards a general application programming interface (API) for injection molding machines. e302 - Antoine Ligot, Jonas Kuckling, Darko Bozhinoski, Mauro Birattari:
Automatic modular design of robot swarms using behavior trees as a control architecture. e314 - Yang Yang Lee, Zaini Abdul Halim:
Stochastic computing in convolutional neural network implementation: a review. e309 - Antonio García-Domínguez, Carlos Eric Galván-Tejada, Laura A. Zanella-Calzada, Hamurabi Gamboa-Rosales, Jorge I. Galván-Tejada, José M. Celaya-Padilla, Huizilopoztli Luna-García, José G. Arceo-Olague, Rafael Magallanes-Quintanar:
Deep artificial neural network based on environmental sound data for the generation of a children activity classification model. e308 - Akira Kageyama, Naohisa Sakamoto:
4D street view: a video-based visualization method. e305 - Hana Tomásková, Gerhard-Wilhelm Weber:
Approaches combining methods of Operational Research with Business Process Model and Notation: A systematic review. e301 - Isabel S. Fitton, Daniel J. Finnegan, Michael J. Proulx:
Immersive virtual environments and embodied agents for e-learning applications. e315 - Daisuke Hirahara, Eichi Takaya, Taro Takahara, Takuya Ueda:
Effects of data count and image scaling on Deep Learning training. e312 - Haitao Xu, Zuozhang Zhuo, Jing Chen, Xujian Fang:
Traffic signal coordination control along oversaturated two-way arterials. e319 - Herminio García-González, Iovka Boneva, Slawek Staworko, José Emilio Labra Gayo, Juan Manuel Cueva Lovelle:
ShExML: improving the usability of heterogeneous data mapping languages for first-time users. e318 - Dmitrii Maslov, Ilya Makarov:
Online supervised attention-based recurrent depth estimation from monocular video. e317 - Haruna Chiroma, Absalom E. Ezugwu, Fatsuma Jauro, Mohammed Ali Al-garadi, Idris N. Abdullahi, Liyana Shuib:
Early survey with bibliometric analysis on machine learning approaches in controlling COVID-19 outbreaks. e313 - Santiago Omar Caballero Morales:
Development of a coded suite of models to explore relevant problems in logistics. e329 - Tao Wang, Changhua Lu, Mei Yang, Feng Hong, Chun Liu:
A hybrid method for heartbeat classification via convolutional neural networks, multilayer perceptrons and focal loss. e324 - Fahad F. Alruwaili:
Artificial intelligence and multi agent based distributed ledger system for better privacy and security of electronic healthcare records. e323 - Mozamel M. Saeed, Zaher Al Aghbari, Mohammed Alsharidah:
Big data clustering techniques based on Spark: a literature review. e321 - Artur Kornilowicz:
Enhancement of properties in Mizar. e320 - Michal Rozenwald, Aleksandra A. Galitsyna, Grigory V. Sapunov, Ekaterina E. Khrameeva, Mikhail S. Gelfand:
A machine learning framework for the prediction of chromatin folding in Drosophila using epigenetic features. e307
- Thavavel Vaiyapuri, Adel Binbusayyis:
Application of deep autoencoder as an one-class classifier for unsupervised network intrusion detection: a comparative evaluation. e327 - Lip Yee Por, Shahid Mehmood, Ahmad Almogren, Ihsan Ali, Mohammad Hossein Anisi:
Improving the performance of opportunistic routing using min-max range and optimum energy level for relay node selection in wireless sensor networks. e326 - Jonas Kuckling, Thomas Stützle, Mauro Birattari:
Iterative improvement in the automatic modular design of robot swarms. e322 - Zheming Fan, Chengbin Peng, Licun Dai, Feng Cao, Jianyu Qi, Wenyi Hua:
A deep learning-based ensemble method for helmet-wearing detection. e311 - Ivica Slavkov, Matej Petkovic, Pierre Geurts, Dragi Kocev, Saso Dzeroski:
Error curves for evaluating the quality of feature rankings. e310 - Abdul Rehman, Mohd Fadzil Hassan, Yew Kwang Hooi, Irving Vitra Paputungan, Tran Duc Chung:
State-of-the-art IoV trust management a meta-synthesis systematic literature review (SLR). e334 - Fawaz Mahiuob Mohammed Mokbal, Dan Wang, Xiaoxi Wang, Lihua Fu:
Data augmentation-based conditional Wasserstein generative adversarial network-gradient penalty for XSS attack detection system. e328 - Yida Mu, Nikolaos Aletras:
Identifying Twitter users who repost unreliable news sources with linguistic information. e325 - Angelie R. Ferrolino, Renier G. Mendoza, Ikha Magdalena, Jose Ernie C. Lope:
Application of particle swarm optimization in optimal placement of tsunami sensors. e333 - Ismail Ahmed Al-Qasem Al-Hadi, Nurfadhlina Mohd Sharef, Md Nasir Sulaiman, Norwati Mustapha, Mehrbakhsh Nilashi:
Latent based temporal optimization approach for improving the performance of collaborative filtering. e331
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