Works in Big Data & Cognitive Computing, 2023, Vol 7, Issue 2

Results: 64

YOLO-v5 Variant Selection Algorithm Coupled with Representative Augmentations for Modelling Production-Based Variance in Automated Lightweight Pallet Racking Inspection.

Published in:

Big Data & Cognitive Computing, 2023, v. 7, n. 2, p. 120, doi. 10.3390/bdcc7020120

By:

Hussain, Muhammad

Publication type:

Article

Efficient Method for Continuous IoT Data Stream Indexing in the Fog-Cloud Computing Level.

Published in:

Big Data & Cognitive Computing, 2023, v. 7, n. 2, p. 119, doi. 10.3390/bdcc7020119

By:

Khettabi, Karima;
Kouahla, Zineddine;
Farou, Brahim;
Seridi, Hamid;
Ferrag, Mohamed Amine

Publication type:

Article

Transformational Entrepreneurship and Digital Platforms: A Combination of ISM-MICMAC and Unsupervised Machine Learning Algorithms.

Published in:

Big Data & Cognitive Computing, 2023, v. 7, n. 2, p. 118, doi. 10.3390/bdcc7020118

By:

Ebrahimi, Pejman;
Dustmohammadloo, Hakimeh;
Kabiri, Hosna;
Bouzari, Parisa;
Fekete-Farkas, Mária

Publication type:

Article

Tactically Maximize Game Advantage by Predicting Football Substitutions Using Machine Learning.

Published in:

Big Data & Cognitive Computing, 2023, v. 7, n. 2, p. 117, doi. 10.3390/bdcc7020117

By:

Mohandas, Alex;
Ahsan, Mominul;
Haider, Julfikar

Publication type:

Article

Sentiment Analysis and Text Analysis of the Public Discourse on Twitter about COVID-19 and MPox.

Published in:

Big Data & Cognitive Computing, 2023, v. 7, n. 2, p. 116, doi. 10.3390/bdcc7020116

By:

Thakur, Nirmalya

Publication type:

Article

Molecular Structure-Based Prediction of Absorption Maxima of Dyes Using ANN Model.

Published in:

Big Data & Cognitive Computing, 2023, v. 7, n. 2, p. 115, doi. 10.3390/bdcc7020115

By:

Tomar, Neeraj;
Rani, Geeta;
Dhaka, Vijaypal Singh;
Surolia, Praveen K.;
Gupta, Kalpit;
Vocaturo, Eugenio;
Zumpano, Ester

Publication type:

Article

Twi Machine Translation.

Published in:

Big Data & Cognitive Computing, 2023, v. 7, n. 2, p. 114, doi. 10.3390/bdcc7020114

By:

Gyasi, Frederick;
Schlippe, Tim

Publication type:

Article

Exploring Machine Learning Models for Soil Nutrient Properties Prediction: A Systematic Review.

Published in:

Big Data & Cognitive Computing, 2023, v. 7, n. 2, p. 113, doi. 10.3390/bdcc7020113

By:

Folorunso, Olusegun;
Ojo, Oluwafolake;
Busari, Mutiu;
Adebayo, Muftau;
Joshua, Adejumobi;
Folorunso, Daniel;
Ugwunna, Charles Okechukwu;
Olabanjo, Olufemi;
Olabanjo, Olusola

Publication type:

Article

Expanding the Horizons of Situated Visualization: The Extended SV Model.

Published in:

Big Data & Cognitive Computing, 2023, v. 7, n. 2, p. 112, doi. 10.3390/bdcc7020112

By:

Martins, Nuno Cid;
Marques, Bernardo;
Dias, Paulo;
Sousa Santos, Beatriz

Publication type:

Article

Is My Pruned Model Trustworthy? PE-Score: A New CAM-Based Evaluation Metric.

Published in:

Big Data & Cognitive Computing, 2023, v. 7, n. 2, p. 111, doi. 10.3390/bdcc7020111

By:

Pachon, Cesar G.;
Renza, Diego;
Ballesteros, Dora

Publication type:

Article

Comparing Reservoir Artificial and Spiking Neural Networks in Machine Fault Detection Tasks.

Published in:

Big Data & Cognitive Computing, 2023, v. 7, n. 2, p. 110, doi. 10.3390/bdcc7020110

By:

Kholkin, Vladislav;
Druzhina, Olga;
Vatnik, Valerii;
Kulagin, Maksim;
Karimov, Timur;
Butusov, Denis

Publication type:

Article

DSpamOnto: An Ontology Modelling for Domain-Specific Social Spammers in Microblogging.

Published in:

Big Data & Cognitive Computing, 2023, v. 7, n. 2, p. 109, doi. 10.3390/bdcc7020109

By:

Al-Hassan, Malak;
Abu-Salih, Bilal;
Al Hwaitat, Ahmad

Publication type:

Article

Privacy-Enhancing Digital Contact Tracing with Machine Learning for Pandemic Response: A Comprehensive Review.

Published in:

Big Data & Cognitive Computing, 2023, v. 7, n. 2, p. 108, doi. 10.3390/bdcc7020108

By:

Hang, Ching-Nam;
Tsai, Yi-Zhen;
Yu, Pei-Duo;
Chen, Jiasi;
Tan, Chee-Wei

Publication type:

Article

Semantic Hierarchical Indexing for Online Video Lessons Using Natural Language Processing.

Published in:

Big Data & Cognitive Computing, 2023, v. 7, n. 2, p. 107, doi. 10.3390/bdcc7020107

By:

Arazzi, Marco;
Ferretti, Marco;
Nocera, Antonino

Publication type:

Article

Adaptive KNN-Based Extended Collaborative Filtering Recommendation Services.

Published in:

Big Data & Cognitive Computing, 2023, v. 7, n. 2, p. 106, doi. 10.3390/bdcc7020106

By:

Nguyen, Luong Vuong;
Vo, Quoc-Trinh;
Nguyen, Tri-Hai

Publication type:

Article

Breaking Barriers: Unveiling Factors Influencing the Adoption of Artificial Intelligence by Healthcare Providers.

Published in:

Big Data & Cognitive Computing, 2023, v. 7, n. 2, p. 105, doi. 10.3390/bdcc7020105

By:

Hameed, BM Zeeshan;
Naik, Nithesh;
Ibrahim, Sufyan;
Tatkar, Nisha S.;
Shah, Milap J.;
Prasad, Dharini;
Hegde, Prithvi;
Chlosta, Piotr;
Rai, Bhavan Prasad;
Somani, Bhaskar K

Publication type:

Article

Perspectives on Big Data, Cloud-Based Data Analysis and Machine Learning Systems.

Published in:

Big Data & Cognitive Computing, 2023, v. 7, n. 2, p. 104, doi. 10.3390/bdcc7020104

By:

Marozzo, Fabrizio;
Talia, Domenico

Publication type:

Article

On-Shore Plastic Waste Detection with YOLOv5 and RGB-Near-Infrared Fusion: A State-of-the-Art Solution for Accurate and Efficient Environmental Monitoring.

Published in:

Big Data & Cognitive Computing, 2023, v. 7, n. 2, p. 103, doi. 10.3390/bdcc7020103

By:

Tamin, Owen;
Moung, Ervin Gubin;
Dargham, Jamal Ahmad;
Yahya, Farashazillah;
Farzamnia, Ali;
Sia, Florence;
Naim, Nur Faraha Mohd;
Angeline, Lorita

Publication type:

Article

Hand Gesture Recognition Using Automatic Feature Extraction and Deep Learning Algorithms with Memory.

Published in:

Big Data & Cognitive Computing, 2023, v. 7, n. 2, p. 102, doi. 10.3390/bdcc7020102

By:

Nogales, Rubén E.;
Benalcázar, Marco E.

Publication type:

Article

An Ontology Development Methodology Based on Ontology-Driven Conceptual Modeling and Natural Language Processing: Tourism Case Study.

Published in:

Big Data & Cognitive Computing, 2023, v. 7, n. 2, p. 101, doi. 10.3390/bdcc7020101

By:

Haridy, Shaimaa;
Ismail, Rasha M.;
Badr, Nagwa;
Hashem, Mohamed

Publication type:

Article

Investigating the Accuracy of Autoregressive Recurrent Networks Using Hierarchical Aggregation Structure-Based Data Partitioning.

Published in:

Big Data & Cognitive Computing, 2023, v. 7, n. 2, p. 100, doi. 10.3390/bdcc7020100

By:

Oliveira, José Manuel;
Ramos, Patrícia

Publication type:

Article

Unsupervised Deep Learning for Structural Health Monitoring.

Published in:

Big Data & Cognitive Computing, 2023, v. 7, n. 2, p. 99, doi. 10.3390/bdcc7020099

By:

Boccagna, Roberto;
Bottini, Maurizio;
Petracca, Massimo;
Amelio, Alessia;
Camata, Guido

Publication type:

Article

Massive Parallel Alignment of RNA-seq Reads in Serverless Computing.

Published in:

Big Data & Cognitive Computing, 2023, v. 7, n. 2, p. 98, doi. 10.3390/bdcc7020098

By:

Cinaglia, Pietro;
Vázquez-Poletti, José Luis;
Cannataro, Mario

Publication type:

Article

SQL and NoSQL Database Software Architecture Performance Analysis and Assessments—A Systematic Literature Review.

Published in:

Big Data & Cognitive Computing, 2023, v. 7, n. 2, p. 97, doi. 10.3390/bdcc7020097

By:

Khan, Wisal;
Kumar, Teerath;
Zhang, Cheng;
Raj, Kislay;
Roy, Arunabha M.;
Luo, Bin

Publication type:

Article

Design Proposal for a Virtual Shopping Assistant for People with Vision Problems Applying Artificial Intelligence Techniques.

Published in:

Big Data & Cognitive Computing, 2023, v. 7, n. 2, p. 96, doi. 10.3390/bdcc7020096

By:

Villegas-Ch, William;
Amores-Falconi, Rodrigo;
Coronel-Silva, Eduardo

Publication type:

Article

Virtual Reality-Based Digital Twins: A Case Study on Pharmaceutical Cannabis.

Published in:

Big Data & Cognitive Computing, 2023, v. 7, n. 2, p. 95, doi. 10.3390/bdcc7020095

By:

Spyrou, Orestis;
Hurst, William;
Verdouw, Cor

Publication type:

Article

Recognizing Similar Musical Instruments with YOLO Models.

Published in:

Big Data & Cognitive Computing, 2023, v. 7, n. 2, p. 94, doi. 10.3390/bdcc7020094

By:

Dewi, Christine;
Chen, Abbott Po Shun;
Christanto, Henoch Juli

Publication type:

Article

Application of Artificial Intelligence for Fraudulent Banking Operations Recognition.

Published in:

Big Data & Cognitive Computing, 2023, v. 7, n. 2, p. 93, doi. 10.3390/bdcc7020093

By:

Mytnyk, Bohdan;
Tkachyk, Oleksandr;
Shakhovska, Nataliya;
Fedushko, Solomiia;
Syerov, Yuriy

Publication type:

Article

An Improved Pattern Sequence-Based Energy Load Forecast Algorithm Based on Self-Organizing Maps and Artificial Neural Networks.

Published in:

Big Data & Cognitive Computing, 2023, v. 7, n. 2, p. 92, doi. 10.3390/bdcc7020092

By:

Criado-Ramón, D.;
Ruiz, L. G. B.;
Pegalajar, M. C.

Publication type:

Article

Predicting Cell Cleavage Timings from Time-Lapse Videos of Human Embryos.

Published in:

Big Data & Cognitive Computing, 2023, v. 7, n. 2, p. 91, doi. 10.3390/bdcc7020091

By:

Sharma, Akriti;
Ansari, Ayaz Z.;
Kakulavarapu, Radhika;
Stensen, Mette H.;
Riegler, Michael A.;
Hammer, Hugo L.

Publication type:

Article

Blockchain-Based Double-Layer Byzantine Fault Tolerance for Scalability Enhancement for Building Information Modeling Information Exchange.

Published in:

Big Data & Cognitive Computing, 2023, v. 7, n. 2, p. 90, doi. 10.3390/bdcc7020090

By:

Suliyanti, Widya Nita;
Sari, Riri Fitri

Publication type:

Article

Digital Twin Four-Dimension Fusion Modeling Method Design and Application to the Discrete Manufacturing Line.

Published in:

Big Data & Cognitive Computing, 2023, v. 7, n. 2, p. 89, doi. 10.3390/bdcc7020089

By:

Xie, Jieyu;
Wan, Jiafu

Publication type:

Article

Finding the Time-Period-Based Most Frequent Path from Trajectory–Topology.

Published in:

Big Data & Cognitive Computing, 2023, v. 7, n. 2, p. 88, doi. 10.3390/bdcc7020088

By:

Ding, Jianing;
Jin, Xin;
Li, Zhiheng

Publication type:

Article

Attention Mechanism and Support Vector Machine for Image-Based E-Mail Spam Filtering.

Published in:

Big Data & Cognitive Computing, 2023, v. 7, n. 2, p. 87, doi. 10.3390/bdcc7020087

By:

Hnini, Ghizlane;
Riffi, Jamal;
Mahraz, Mohamed Adnane;
Yahyaouy, Ali;
Tairi, Hamid

Publication type:

Article

A Systematic Review of Blockchain Technology Adoption Barriers and Enablers for Smart and Sustainable Agriculture.

Published in:

Big Data & Cognitive Computing, 2023, v. 7, n. 2, p. 86, doi. 10.3390/bdcc7020086

By:

Akella, Gopi Krishna;
Wibowo, Santoso;
Grandhi, Srimannarayana;
Mubarak, Sameera

Publication type:

Article

An Ensemble-Learning-Based Technique for Bimodal Sentiment Analysis.

Published in:

Big Data & Cognitive Computing, 2023, v. 7, n. 2, p. 85, doi. 10.3390/bdcc7020085

By:

Shah, Shariq;
Ghomeshi, Hossein;
Vakaj, Edlira;
Cooper, Emmett;
Mohammad, Rasheed

Publication type:

Article

A Comparative Study of Secure Outsourced Matrix Multiplication Based on Homomorphic Encryption.

Published in:

Big Data & Cognitive Computing, 2023, v. 7, n. 2, p. 84, doi. 10.3390/bdcc7020084

By:

Babenko, Mikhail;
Golimblevskaia, Elena;
Tchernykh, Andrei;
Shiriaev, Egor;
Ermakova, Tatiana;
Pulido-Gaytan, Luis Bernardo;
Valuev, Georgii;
Avetisyan, Arutyun;
Gagloeva, Lana A.

Publication type:

Article

Two-Stage PNN–SVM Ensemble for Higher Education Admission Prediction.

Published in:

Big Data & Cognitive Computing, 2023, v. 7, n. 2, p. 83, doi. 10.3390/bdcc7020083

By:

Zub, Khrystyna;
Zhezhnych, Pavlo;
Strauss, Christine

Publication type:

Article

Analysis of 2D and 3D Convolution Models for Volumetric Segmentation of the Human Hippocampus.

Published in:

Big Data & Cognitive Computing, 2023, v. 7, n. 2, p. 82, doi. 10.3390/bdcc7020082

By:

Toh, You Sheng;
Hargreaves, Carol Anne

Publication type:

Article

Analyzing Online Fake News Using Latent Semantic Analysis: Case of USA Election Campaign.

Published in:

Big Data & Cognitive Computing, 2023, v. 7, n. 2, p. 81, doi. 10.3390/bdcc7020081

By:

Mayopu, Richard G.;
Wang, Yi-Yun;
Chen, Long-Sheng

Publication type:

Article

The Dataset for Optimal Circulant Topologies.

Published in:

Big Data & Cognitive Computing, 2023, v. 7, n. 2, p. 80, doi. 10.3390/bdcc7020080

By:

Romanov, Aleksandr

Publication type:

Article

Verification of Education Credentials on European Blockchain Services Infrastructure (EBSI): Action Research in a Cross-Border Use Case between Belgium and Italy.

Published in:

Big Data & Cognitive Computing, 2023, v. 7, n. 2, p. 79, doi. 10.3390/bdcc7020079

By:

Tan, Evrim;
Lerouge, Ellen;
Du Caju, Jan;
Du Seuil, Daniël

Publication type:

Article

Managing and Optimizing Big Data Workloads for On-Demand User Centric Reports.

Published in:

Big Data & Cognitive Computing, 2023, v. 7, n. 2, p. 78, doi. 10.3390/bdcc7020078

By:

Băicoianu, Alexandra;
Scheianu, Ion Valentin

Publication type:

Article

A Multi-Modal Entity Alignment Method with Inter-Modal Enhancement.

Published in:

Big Data & Cognitive Computing, 2023, v. 7, n. 2, p. 77, doi. 10.3390/bdcc7020077

By:

Yuan, Song;
Lu, Zexin;
Li, Qiyuan;
Gu, Jinguang

Publication type:

Article

National Payment Switches and the Power of Cognitive Computing against Fintech Fraud.

Published in:

Big Data & Cognitive Computing, 2023, v. 7, n. 2, p. 76, doi. 10.3390/bdcc7020076

By:

Faccia, Alessio

Publication type:

Article

DLBCNet: A Deep Learning Network for Classifying Blood Cells.

Published in:

Big Data & Cognitive Computing, 2023, v. 7, n. 2, p. 75, doi. 10.3390/bdcc7020075

By:

Zhu, Ziquan;
Ren, Zeyu;
Lu, Siyuan;
Wang, Shuihua;
Zhang, Yudong

Publication type:

Article

Predicting Colorectal Cancer Using Machine and Deep Learning Algorithms: Challenges and Opportunities.

Published in:

Big Data & Cognitive Computing, 2023, v. 7, n. 2, p. 74, doi. 10.3390/bdcc7020074

By:

Alboaneen, Dabiah;
Alqarni, Razan;
Alqahtani, Sheikah;
Alrashidi, Maha;
Alhuda, Rawan;
Alyahyan, Eyman;
Alshammari, Turki

Publication type:

Article

Cybersecurity Awareness Assessment among Trainees of the Technical and Vocational Training Corporation.

Published in:

Big Data & Cognitive Computing, 2023, v. 7, n. 2, p. 73, doi. 10.3390/bdcc7020073

By:

Alrobaian, Shouq;
Alshahrani, Saif;
Almaleh, Abdulaziz

Publication type:

Article

A Review of Social Media Data Utilization for the Prediction of Disease Outbreaks and Understanding Public Perception.

Published in:

Big Data & Cognitive Computing, 2023, v. 7, n. 2, p. 72, doi. 10.3390/bdcc7020072

By:

Wang, Alice;
Dara, Rozita;
Yousefinaghani, Samira;
Maier, Emily;
Sharif, Shayan

Publication type:

Article

Island Design Camps—Interactive Video Projections as Extended Realities.

Published in:

Big Data & Cognitive Computing, 2023, v. 7, n. 2, p. 71, doi. 10.3390/bdcc7020071

By:

Bongers, Bert

Publication type:

Article