Hyper-Parameter Estimation; Support Vector Regression; Machine Learning; Data Mining - Articles

Semi Advised SVM with Adaptive Differential Evolution Based Feature Selection for Skin Cancer Diagnosis (Articles)

Ammara Masood, Adel Al-Jumaily

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

DOI: 10.4236/jcc.2015.311029 3,789 Downloads 4,888 Views Citations
Analysis of Ammonia Nitrogen Content in Water Based on Weighted Least Squares Support Vector Machine (WLSSVM) Algorithm (Articles)

Jinwu Ju, Lanying Wang

Journal of Software Engineering and Applications Vol.9 No.2, February 18, 2016

DOI: 10.4236/jsea.2016.92002 4,464 Downloads 5,637 Views Citations
Monitoring Soil Nitrate Nitrogen Based on Hyperspectral Data in the Apple Orchards (Articles)

Yu Wei, Xicun Zhu, Cheng Li, Lizhen Cheng, Ling Wang, Gengxing Zhao, Yuanmao Jiang

Agricultural Sciences Vol.8 No.1, January 5, 2017

DOI: 10.4236/as.2017.81002 1,965 Downloads 3,635 Views Citations
Bank Telemarketing Forecasting Model Based on t-SNE-SVM (Articles)

Jianguo Che, Sai Zhao, Yongfan Li, Kai Li

Journal of Service Science and Management Vol.13 No.3, May 18, 2020

DOI: 10.4236/jssm.2020.133029 1,014 Downloads 4,242 Views Citations
Optimization Design of Cutting Parameters Based on the Support Vector Machine and Particle Swarm Algorithm (Articles)

Chengwen Yang, Hao Jiang, Baolin Liu

Open Access Library Journal Vol.7 No.9, September 29, 2020

DOI: 10.4236/oalib.1106788 465 Downloads 1,629 Views Citations
A New Algorithm for Reducing Dimensionality of L1-CSVM Use Augmented Lagrange Method (Articles)

Mingzhu Cui, Liya Fan

Journal of Applied Mathematics and Physics Vol.10 No.1, January 11, 2022

DOI: 10.4236/jamp.2022.101003 257 Downloads 989 Views Citations
Performance Analysis of Support Vector Machine (SVM) on Challenging Datasets for Forest Fire Detection (Articles)

Ankan Kar, Nirjhar Nath, Utpalraj Kemprai, Aman

International Journal of Communications, Network and System Sciences Vol.17 No.2, February 29, 2024

DOI: 10.4236/ijcns.2024.172002 788 Downloads 2,455 Views Citations
Mineralogical Characterization of Subsurface Soils Using Machine Learning: Application of Support Vector Machines (Articles)

Ahmed Babacar Sarr, Mapathe Ndiaye, Sabou Sarr, Ndiouga Camara

Journal of Geoscience and Environment Protection Vol.13 No.10, October 28, 2025

DOI: 10.4236/gep.2025.1310009 52 Downloads 425 Views Citations
Forecasting the Demand of Short-Term Electric Power Load with Large-Scale LP-SVR (Articles)

Pablo Rivas-Perea, Juan Cota-Ruiz, David Garcia Chaparro, Abel Quezada Carreón, Francisco J. Enríquez Aguilera, Jose-Gerardo Rosiles

Smart Grid and Renewable Energy Vol.4 No.6, September 6, 2013

DOI: 10.4236/sgre.2013.46051 4,791 Downloads 7,150 Views Citations
Forecasting Density Function: Application in Finance (Articles)

Rituparna Sen, Changie Ma

Journal of Mathematical Finance Vol.5 No.5, November 26, 2015

DOI: 10.4236/jmf.2015.55037 5,013 Downloads 7,391 Views Citations
This article belongs to the Special Issue on Density Estimation in Finance
Advances, Challenges & Recent Developments in Federated Learning (Articles)

Nsie Erimola María Reina Agripina, Blessed Shinga Mafukidze

Open Access Library Journal Vol.11 No.10, October 21, 2024

DOI: 10.4236/oalib.1112239 170 Downloads 1,980 Views Citations
Predicting Antidepressant Treatment Response Using Machine Learning: A Multimodal Analysis of Clinical and Genetic Data (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.8, August 20, 2025

DOI: 10.4236/oalib.1113958 58 Downloads 492 Views Citations
A Literature Review of Personalized Learning Algorithm (Articles)

Yin Tang, Wen Wang

Open Journal of Social Sciences Vol.6 No.1, January 22, 2018

DOI: 10.4236/jss.2018.61009 2,542 Downloads 7,341 Views Citations
Federated Learning for Privacy-Preserving Psychiatric Decision Support: A Simulation Proof-of-Concept for Multi-Institutional Collaborative Risk Prediction (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.13 No.5, May 28, 2026

DOI: 10.4236/oalib.1115138 7 Downloads 105 Views Citations
Learning Probabilistic Models of Hydrogen Bond Stability from Molecular Dynamics Simulation Trajectories (Articles)

Igor Chikalov, Peggy Yao, Mikhail Moshkov, Jean-Claude Latombe

Journal of Intelligent Learning Systems and Applications Vol.3 No.3, August 5, 2011

DOI: 10.4236/jilsa.2011.33017 5,518 Downloads 10,496 Views Citations
Machine Learning and Statistical Analysis in Groundwater Monitoring for Total Dissolved Solids Assessment in Winkler County, Texas (Articles)

Azuka I. Udeh, Osayamen J. Imarhiagbe, Erepamo J. Omietimi, Abdulqudus O. Mohammed, Oluwatomilola Andre-Obayanju

Journal of Geoscience and Environment Protection Vol.12 No.6, June 6, 2024

DOI: 10.4236/gep.2024.126001 682 Downloads 1,479 Views Citations
Framework to Classify and Analyze Social Media Content (Articles)

Hayfa Aleid, Amjad Abdulrahman Alkhalaf, Aseel Helal Taemees, Hanan Saeed Almurished, Khawla Abdullah Alharbi, Nawal Hussein Alanazi

Social Networking Vol.7 No.2, April 12, 2018

DOI: 10.4236/sn.2018.72006 1,564 Downloads 4,771 Views Citations
Optimizing Bank Loan Approval with Binary Classification Method and Deep Learning Model (Articles)

Abdalla Mahgoub

Open Journal of Business and Management Vol.12 No.3, May 31, 2024

DOI: 10.4236/ojbm.2024.123104 346 Downloads 1,706 Views Citations
Data Fusion with Optimized Block Kernels in LS-SVM for Protein Classification (Articles)

Li Liao

Engineering Vol.5 No.10B, October 31, 2013

DOI: 10.4236/eng.2013.510B048 4,772 Downloads 6,568 Views Citations
The Corporate Financial Forecasting Based on Least Squares Support Vector Machines Methods (Articles)

Shunquan Zhu

Technology and Investment Vol.8 No.3, August 9, 2017

DOI: 10.4236/ti.2017.83013 1,794 Downloads 3,470 Views Citations

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