Works matching Journal of Data Science and Intelligent Systems

Results: 33

Signal Process of Ultrasonic Guided Wave for Damage Detection of Localized Defects in Plates: From Shallow Learning to Deep Learning.

Published in:

Journal of Data Science & Intelligent Systems (JDSIS), 2025, v. 3, n. 2, p. 149, doi. 10.47852/bonviewJDSIS32021771

By:

Li Shang;
Zi Zhang;
Fujian Tang;
Qi Cao;
Hong Pan;
Zhibin Lin

Publication type:

Article

Research on the Current Situation and Development Path Optimization of a Unified National Market Based on Bibliometrics.

Published in:

Journal of Data Science & Intelligent Systems (JDSIS), 2025, v. 3, n. 2, p. 136, doi. 10.47852/bonviewJDSIS42021797

By:

Xin Feng;
Yinuo Xu;
Xu Wang

Publication type:

Article

Decision Tree Regression with Residual Outlier Detection.

Published in:

Journal of Data Science & Intelligent Systems (JDSIS), 2025, v. 3, n. 2, p. 126, doi. 10.47852/bonviewJDSIS42023861

By:

Swee Chuan Tan

Publication type:

Article

Comparative Evaluation of Facial Paradigms for Devanagari Script-Based P300 Speller: Preliminary Findings.

Published in:

Journal of Data Science & Intelligent Systems (JDSIS), 2025, v. 3, n. 2, p. 117, doi. 10.47852/bonviewJDSIS42021463

By:

Bhandari, Vibha;
Londhe, Narendra D.;
Kshirsagar, Ghanahshyam B.

Publication type:

Article

The Application of Quantum Pre-processing Filter for Binary Image Classification with Small Samples.

Published in:

Journal of Data Science & Intelligent Systems (JDSIS), 2025, v. 3, n. 2, p. 109, doi. 10.47852/bonviewJDSIS42024229

By:

Riaz, Farina;
Abdulla, Shahab;
Suzuki, Hajime;
Ganguly, Srinjoy;
Deo, Ravinesh C.;
Hopkins, Susan

Publication type:

Article

Personalized Recommender System for Children's Book Recommendation with a Real-Time Interactive Robot.

Published in:

Journal of Data Science & Intelligent Systems (JDSIS), 2025, v. 3, n. 2, p. 98, doi. 10.47852/bonviewJDSIS3202850

By:

Yun Liu;
Tianmeng Gao;
Baolin Song;
Chengwei Huang

Publication type:

Article

Climate Data Imputation and Quality Improvement Using Satellite Data.

Published in:

Journal of Data Science & Intelligent Systems (JDSIS), 2025, v. 3, n. 2, p. 87, doi. 10.47852/bonviewJDSIS42022857

By:

Hayawi, Kadhim;
Shahriar, Sakib;
Hacid, Hakim

Publication type:

Article

Excellence Practices in Scrum Paradigm in Software Development.

Published in:

Journal of Data Science & Intelligent Systems (JDSIS), 2025, v. 3, n. 2, p. 79, doi. 10.47852/bonviewJDSIS42023645

By:

Pashchenko, Denis

Publication type:

Article

Multichannel 2D-CNN Attention-Based BiLSTM Method for Low-Resource Ewe Sentiment Analysis.

Published in:

Journal of Data Science & Intelligent Systems (JDSIS), 2025, v. 3, n. 1, p. 67, doi. 10.47852/bonviewJDSIS32021512

By:

Agbesi, Victor Kwaku;
Wenyu Chen;
Ukwuoma, Chiagoziem C.;
Kuadey, Noble A.;
Agbesi, Collinson Colin M.;
Ejiyi, Chukwuebuka J.;
Gyarteng, Emmanuel S. A.;
Muoka, Gladys W.;
Kuadey, Anthony M.

Publication type:

Article

Enhancing Data Lake Management Systems with LDA Approach.

Published in:

Journal of Data Science & Intelligent Systems (JDSIS), 2025, v. 3, n. 1, p. 58, doi. 10.47852/bonviewJDSIS42022312

By:

Cherradi, Mohamed;
El Haddadi, Anass

Publication type:

Article

Establishing the Gap Between Manually Picked and the Predicted Seismic Velocity.

Published in:

Journal of Data Science & Intelligent Systems (JDSIS), 2025, v. 3, n. 1, p. 50, doi. 10.47852/bonviewJDSIS32021566

By:

Tripathi, Vikash;
Baron, Michael

Publication type:

Article

CT-γ-Net: A Hybrid Model Based on Convolutional Encoder–Decoder and Transformer Encoder for Brain Tumor Localization.

Published in:

Journal of Data Science & Intelligent Systems (JDSIS), 2025, v. 3, n. 1, p. 35, doi. 10.47852/bonviewJDSIS42022514

By:

Bedi, Punam;
Ningyao Ningshen;
Rani, Surbhi;
Gole, Pushkar;
Bhasin, Veenu

Publication type:

Article

Vision-Based Fall Detector for Elderly Based on Sliding Window Approach and Feature Engineering.

Published in:

Journal of Data Science & Intelligent Systems (JDSIS), 2025, v. 3, n. 1, p. 27, doi. 10.47852/bonviewJDSIS42024100

By:

Assanovich, Boris;
Kosarava, Katsiaryna

Publication type:

Article

Automatic Modulation Recognition Based on a New Deep K-SVD Denoising Algorithm.

Published in:

Journal of Data Science & Intelligent Systems (JDSIS), 2025, v. 3, n. 1, p. 18, doi. 10.47852/bonviewJDSIS32021244

By:

Yanhe Li;
Xingxing He;
Chun Zhou

Publication type:

Article

Insights into Nuclear Magnetic Resonance Data Preprocessing: A Comprehensive Review.

Published in:

Journal of Data Science & Intelligent Systems (JDSIS), 2025, v. 3, n. 1, p. 1, doi. 10.47852/bonviewJDSIS42022556

By:

Aixiang Jiang

Publication type:

Article

Efficient Scheduling of Data Transfers in Multi-tiered Storage.

Published in:

Journal of Data Science & Intelligent Systems (JDSIS), 2024, v. 2, n. 4, p. 241, doi. 10.47852/bonviewJDSIS42022471

By:

Nan Noon Noon;
Getta, Janusz;
Tianbing Xia

Publication type:

Article

Random Forest Ensemble Machine Learning Model for Early Detection and Prediction of Weight Category.

Published in:

Journal of Data Science & Intelligent Systems (JDSIS), 2024, v. 2, n. 4, p. 233, doi. 10.47852/bonviewJDSIS32021149

By:

Ayua, Samuel Iorhemen

Publication type:

Article

Identification of Damage in a Wind Turbine Blade Using Mechanical Measurements and Artificial Neural Networks.

Published in:

Journal of Data Science & Intelligent Systems (JDSIS), 2024, v. 2, n. 4, p. 221, doi. 10.47852/bonviewJDSIS42022187

By:

Koutsianitis, Panagiotis;
Paterakis, Manolis;
Stavroulakis, Georgios E.

Publication type:

Article

ResNet for Histopathologic Cancer Detection, the Deeper, the Better?

Published in:

Journal of Data Science & Intelligent Systems (JDSIS), 2024, v. 2, n. 4, p. 212, doi. 10.47852/bonviewJDSIS3202744

By:

Ziying Wang;
Jinghong Gao;
Hangyi Kan;
Yang Huang;
Furong Tang;
Wen Li;
Fenglong Yang

Publication type:

Article

Multiple Regression Model as Interpolation Through the Points of Weighted Means.

Published in:

Journal of Data Science & Intelligent Systems (JDSIS), 2024, v. 2, n. 4, p. 205, doi. 10.47852/bonviewJDSIS42021995

By:

Lipovetsky, Stan

Publication type:

Article

Feature Selection, Clustering, and IoMT on Biomedical Engineering for COVID-19 Pandemic: A Comprehensive Review.

Published in:

Journal of Data Science & Intelligent Systems (JDSIS), 2024, v. 2, n. 4, p. 191, doi. 10.47852/bonviewJDSIS3202916

By:

Islam, Atikul;
Seth, Soumita;
Bhadra, Tapas;
Mallik, Saurav;
Roy, Arup;
Aimin Li;
Sarkar, Manash

Publication type:

Article

Bootstrap Methods for Canonical Correlation Analysis of Functional Data.

Published in:

Journal of Data Science & Intelligent Systems (JDSIS), 2024, v. 2, n. 3, p. 181, doi. 10.47852/bonviewJDSIS32021578

By:

Haoyu Yu;
Lihong Wang

Publication type:

Article

Performance Metrics of an Intrusion Detection System Through Window-Based Deep Learning Models.

Published in:

Journal of Data Science & Intelligent Systems (JDSIS), 2024, v. 2, n. 3, p. 174, doi. 10.47852/bonviewJDSIS32021485

By:

Isiaka, Fatima

Publication type:

Article

Identifying Risk Factors for Heart Failure: A Case Study Employing Data Mining Algorithms.

Published in:

Journal of Data Science & Intelligent Systems (JDSIS), 2024, v. 2, n. 3, p. 161, doi. 10.47852/bonviewJDSIS32021386

By:

Souza, Vitória S.;
Lima, Danielli A.

Publication type:

Article

Intra-annual National Statistical Accounts Based on Machine Learning Algorithm.

Published in:

Journal of Data Science & Intelligent Systems (JDSIS), 2024, v. 2, n. 3, p. 153, doi. 10.47852/bonviewJDSIS3202870

By:

Garai, Sandip;
Paul, Ranjit Kumar;
Kumar, Mohit;
Choudhury, Anish

Publication type:

Article

Dynamic Neural Network Architecture Design for Predicting Remaining Useful Life of Dynamic Processes.

Published in:

Journal of Data Science & Intelligent Systems (JDSIS), 2024, v. 2, n. 3, p. 141, doi. 10.47852/bonviewJDSIS3202967

By:

Simani, Silvio;
Yat Ping Lam;
Farsoni, Saverio;
Castaldi, Paolo

Publication type:

Article

Advancing Bridge Structural Health Monitoring: Insights intoKnowledge-Driven and Data-Driven Approaches.

Published in:

Journal of Data Science & Intelligent Systems (JDSIS), 2024, v. 2, n. 3, p. 129, doi. 10.47852/bonviewJDSIS3202964

By:

Shuai Wan;
Shuhong Guan;
Yunchao Tang

Publication type:

Article

A Study of the Effects of the Shape Parameter and Type of Data Points Locations on the Accuracy of the Hermite-Based Symmetric Approach Using Positive Definite Radial Kernels.

Published in:

Journal of Data Science & Intelligent Systems (JDSIS), 2024, v. 2, n. 2, p. 122, doi. 10.47852/bonviewJDSIS32021260

By:

Nengem, Stephen Mkegh;
Haruna, Friday

Publication type:

Article

Federated-Based Deep Reinforcement Learning (Fed-DRL) for Energy Management in a Distributive Wireless Network.

Published in:

Journal of Data Science & Intelligent Systems (JDSIS), 2024, v. 2, n. 2, p. 113, doi. 10.47852/bonviewJDSIS3202998

By:

Agbesi, Victor Kwaku;
Kuadey, Noble Arden;
Agbesi, Collinson Colin M.;
Maale, Gerald Tietaa

Publication type:

Article

Measuring the Performance of Machine Learning Forecasting Models to Support Bitcoin Investment Decisions.

Published in:

Journal of Data Science & Intelligent Systems (JDSIS), 2024, v. 2, n. 2, p. 100, doi. 10.47852/bonviewJDSIS3202677

By:

Buathong, Wipawan;
Sieng-EK, Piroj;
Jarupunphol, Pita

Publication type:

Article

A Comparative Analysis of Feature Eliminator Methods to Improve Machine Learning Phishing Detection.

Published in:

Journal of Data Science & Intelligent Systems (JDSIS), 2024, v. 2, n. 2, p. 87, doi. 10.47852/bonviewJDSIS32021736

By:

Tanimu, Jibrilla;
Shiaeles, Stavros;
Adda, Mo

Publication type:

Article

An Ensemble Stacking Algorithm to Improve Model Accuracy in Bankruptcy Prediction.

Published in:

Journal of Data Science & Intelligent Systems (JDSIS), 2024, v. 2, n. 2, p. 79, doi. 10.47852/bonviewJDSIS3202655

By:

Muslim, Much Aziz;
Dasril, Yosza;
Javed, Haseeb;
Alamsyah;
Jumanto;
Abror, Wiena Faqih;
Pertiwi, Dwika Ananda Agustina;
Mustaqim, Tanzilal

Publication type:

Article

The Evolving Landscape of Oil and Gas Chemicals: Convergence of Artificial Intelligence and Chemical-Enhanced Oil Recovery in the Energy Transition Toward Sustainable Energy Systems and Net-Zero Emissions.

Published in:

Journal of Data Science & Intelligent Systems (JDSIS), 2024, v. 2, n. 2, p. 65, doi. 10.47852/bonviewJDSIS42022111

By:

Bigdeli, Alireza;
Delshad, Mojdeh

Publication type:

Article