Supervised and Unsupervised Classification Algorithms - Articles

Semi-Supervised Dimensionality Reduction of Hyperspectral Image Based on Sparse Multi-Manifold Learning (Articles)

Hong Huang, Fulin Luo, Zezhong Ma, Hailiang Feng

Journal of Computer and Communications Vol.3 No.11, November 19, 2015

DOI: 10.4236/jcc.2015.311006 2,659 Downloads 3,628 Views Citations
Testing Leaf Multispectral Reflectance Data as Input into Random Forest to Differentiate Velvetleaf from Soybean (Articles)

Reginald S. Fletcher

American Journal of Plant Sciences Vol.6 No.19, December 14, 2015

DOI: 10.4236/ajps.2015.619311 3,038 Downloads 4,279 Views Citations
Methodology for Constructing a Short-Term Event Risk Score in Heart Failure Patients (Articles)

Kévin Duarte, Jean-Marie Monnez, Eliane Albuisson

Applied Mathematics Vol.9 No.8, August 29, 2018

DOI: 10.4236/am.2018.98065 1,059 Downloads 2,403 Views Citations
Lithological Mapping Using Landsat 8 OLI in the Meso-Cenozoic Tarfaya Laayoune Basin (South of Morocco): Comparison between ANN and SID Classification (Articles)

Amine Bouwafoud, Mustapha Mouflih, Abdelmajid Benbouziane

Open Journal of Geology Vol.11 No.12, December 20, 2021

DOI: 10.4236/ojg.2021.1112032 535 Downloads 2,695 Views Citations
Supervised Learning Algorithm on Unstructured Documents for the Classification of Job Offers: Case of Cameroun (Articles)

Fritz Sosso Makembe, Roger Atsa Etoundi, Hippolyte Tapamo

Journal of Computer and Communications Vol.11 No.2, February 27, 2023

DOI: 10.4236/jcc.2023.112006 197 Downloads 846 Views Citations
Detection of Epilepsy Cases in Newborns (Articles)

Gérard Behou N’Guessan, Kouassi Saha Bernard, Coulibaly Tiékoura, Diarra Bassira

Engineering Vol.15 No.2, February 28, 2023

DOI: 10.4236/eng.2023.152011 212 Downloads 993 Views Citations
Land Use Land Cover Analysis for Godavari Basin in Maharashtra Using Geographical Information System and Remote Sensing (Articles)

Pallavi Saraf, Dattatray G. Regulwar

Journal of Geographic Information System Vol.16 No.1, February 7, 2024

DOI: 10.4236/jgis.2024.161002 361 Downloads 1,631 Views Citations
Transfer Learning Approach to Classify the X-Ray Image that Corresponds to Corona Disease Using ResNet50 Pre-Trained by ChexNet (Articles)

Mahyar Bolhassani

Journal of Intelligent Learning Systems and Applications Vol.16 No.2, April 30, 2024

DOI: 10.4236/jilsa.2024.162006 246 Downloads 1,071 Views Citations
An Analysis of Land Use and Land Cover Changes, and Implications for Conservation in Mukumbura (Ward 2), Mt Darwin, Zimbabwe, 2002-2022 (Articles)

Musekiwa Innocent Maruza, Edson Gandiwa, Never Muboko, Ishmael Sango, Tawanda Tarakini, Nobert Tafadzwa Mukomberanwa

Open Journal of Ecology Vol.14 No.9, September 25, 2024

DOI: 10.4236/oje.2024.149041 198 Downloads 2,025 Views Citations
Integrating Remote Sensing and Machine Learning to Evaluate Riverbank Instability in the Akanyaru Transboundary Region (Articles)

Dyna Uwambajimana, Stephen Uwamahoro, Frank Nsimire, Elias Nyandwi, Angelique Nishyirimbere, Sabato Nzamwita, Isaac Nzayisenga, Stephen Mbewe, Bertil Nlend, Sèlomè Karen de Lespérance Ague, Katabarwa Murenzi Gilbert

Open Access Library Journal Vol.12 No.9, September 15, 2025

DOI: 10.4236/oalib.1114047 84 Downloads 814 Views Citations
Assessment of Supervised Classifiers for Land Cover Categorization Based on Integration of ALOS PALSAR and Landsat Data (Articles)

Dorothea Deus

Advances in Remote Sensing Vol.7 No.2, May 4, 2018

DOI: 10.4236/ars.2018.72004 1,218 Downloads 2,981 Views Citations
Enhancements in WSN Energy Efficiency Using Machine Learning: A Comparative Analysis and Real-Time Challenges (Articles)

Umme Farhana, Md Masrur Hossain Rakin, Deslynn R. Vasquez, Liam Quinn, Semih Aslan

Journal of Computer and Communications Vol.13 No.8, August 1, 2025

DOI: 10.4236/jcc.2025.138001 129 Downloads 1,196 Views Citations
A Hybrid Multifarious Clustering Algorithm for the Analysis of Memmogram Images (Articles)

T. Velmurugan, E. Venkatesan

Journal of Computer and Communications Vol.7 No.12, December 27, 2019

DOI: 10.4236/jcc.2019.712013 530 Downloads 1,638 Views Citations
Basic Tenets of Classification Algorithms K-Nearest-Neighbor, Support Vector Machine, Random Forest and Neural Network: A Review (Articles)

Ernest Yeboah Boateng, Joseph Otoo, Daniel A. Abaye

Journal of Data Analysis and Information Processing Vol.8 No.4, November 23, 2020

DOI: 10.4236/jdaip.2020.84020 4,515 Downloads 21,362 Views Citations
An Application of Machine Learning Methods to Detect Mango Varieties (Articles)

Abou Bakary Ballo, Moustapha Diaby, Adama Coulibaly

Open Journal of Applied Sciences Vol.14 No.7, July 17, 2024

DOI: 10.4236/ojapps.2024.147109 222 Downloads 2,381 Views Citations
Land Use/Land Cover Change Detection in Pokhara Metropolitan, Nepal Using Remote Sensing (Articles)

Sanjeev Kumar Raut, Puran Chaudhary, Laxmi Thapa

Journal of Geoscience and Environment Protection Vol.8 No.8, August 14, 2020

DOI: 10.4236/gep.2020.88003 1,251 Downloads 6,191 Views Citations
The Effectiveness of Anger Management Training on Decreasing the Anger of Unsupervised Girl Adolescents (Articles)

Tayebeh Mokhber, Abbas Masjedi, Maryam Bakhtiari

Open Journal of Medical Psychology Vol.5 No.4, September 30, 2016

DOI: 10.4236/ojmp.2016.54008 1,969 Downloads 4,918 Views Citations
False Data Injection Attacks Detection in Power System Using Machine Learning Method (Articles)

Can Yang, Yong Wang, Yuhao Zhou, Jiongming Ruan, Wei Liu

Journal of Computer and Communications Vol.6 No.11, November 28, 2018

DOI: 10.4236/jcc.2018.611025 1,597 Downloads 3,789 Views Citations
Unsupervised Feature Selection Based on Low-Rank Regularized Self-Representation (Articles)

Wenyuan Li, Lai Wei

Open Access Library Journal Vol.7 No.4, April 17, 2020

DOI: 10.4236/oalib.1106274 481 Downloads 1,811 Views Citations
Unsupervised Anomaly Detection Algorithm Based on Bidirectional Knowledge Distillation Network (Articles)

Hao Zhong, Shuai Kang, Ao Xiong

Open Journal of Applied Sciences Vol.15 No.3, March 21, 2025

DOI: 10.4236/ojapps.2025.153046 94 Downloads 597 Views Citations

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