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

Comparative Analysis of Machine Learning Algorithms for Optimal Land Use and Land Cover Classification: Guiding Method Selection for Resource-Limited Settings in Tiaty, Baringo County, Kenya (Articles)

John Kapoi Kipterer, Mark K. Boitt, Charles N. Mundia

Journal of Geoscience and Environment Protection Vol.13 No.4, April 23, 2025

DOI: 10.4236/gep.2025.134021 189 Downloads 1,128 Views Citations
User Profile & Attitude Analysis Based on Unstructured Social Media and Online Activity (Articles)

Yuting Tan, Vijay K. Madisetti

Journal of Software Engineering and Applications Vol.17 No.6, June 7, 2024

DOI: 10.4236/jsea.2024.176025 173 Downloads 1,022 Views Citations
Estimating Heterogeneous Treatment Effects of Early Childhood Interventions on Fifth-Grade Math Achievement: A Machine Learning-Augmented Causal Analysis of ECLS-K:2011 (Articles)

Xingtian Si

International Journal of Intelligence Science Vol.15 No.4, September 3, 2025

DOI: 10.4236/ijis.2025.154008 120 Downloads 634 Views Citations
The Effect of Speech Fragmentation and Audio Encodings on Automatic Parkinson’s Disease Recognition (Articles)

Dávid Sztahó, Attila Zoltán Jenei, István Valálik, Klára Vicsi

Journal of Biomedical Science and Engineering Vol.15 No.1, January 10, 2022

DOI: 10.4236/jbise.2022.151002 403 Downloads 1,576 Views Citations
Support Vector Regression Model of Chlorophyll-a during Spring Algal Bloom in Xiangxi Bay of Three Gorges Reservoir, China (Articles)

Hua-Jun Luo, De-Fu Liu, Ying-Ping Huang

Journal of Environmental Protection Vol.3 No.5, May 30, 2012

DOI: 10.4236/jep.2012.35052 4,538 Downloads 7,453 Views Citations
Long Term Load Forecasting and Recommendations for China Based on Support Vector Regression (Articles)

Shijie Ye, Guangfu Zhu, Zhi Xiao

Energy and Power Engineering Vol.4 No.5, September 26, 2012

DOI: 10.4236/epe.2012.45050 4,731 Downloads 7,915 Views Citations
Hilbert Huang Transform for Predicting Proteins Subcellular Location (Articles)

Feng SHI, Qiujian CHEN, Nana LI

Journal of Biomedical Science and Engineering Vol.1 No.1, June 6, 2008

DOI: 10.4236/jbise.2008.11009 6,372 Downloads 11,839 Views Citations
Modeling of the Unburned Carbon in Fly Ash (Articles)

Weiping YAN, Jun LI

Energy and Power Engineering Vol.1 No.2, December 1, 2009

DOI: 10.4236/epe.2009.12014 8,413 Downloads 13,142 Views Citations
Signal Classification Method Based on Support Vector Machine and High-Order Cumulants (Articles)

Xin ZHOU, Ying WU, Bin YANG

Wireless Sensor Network Vol.2 No.1, January 13, 2010

DOI: 10.4236/wsn.2010.21007 8,794 Downloads 15,952 Views Citations
Diagnosis of long QT syndrome via support vector machines classification (Articles)

Halil Bisgin, Orhan U. Kilinc, Ahmet Ugur, Xiaowei Xu, Volkan Tuzcu

Journal of Biomedical Science and Engineering Vol.4 No.4, April 20, 2011

DOI: 10.4236/jbise.2011.44036 4,703 Downloads 9,165 Views Citations
An Improved Kriging Interpolation Technique Based on SVM and Its Recovery Experiment in Oceanic Missing Data (Articles)

Zhisong Huang, Huizan Wang, Ren Zhang

American Journal of Computational Mathematics Vol.2 No.1, March 21, 2012

DOI: 10.4236/ajcm.2012.21007 6,267 Downloads 11,489 Views Citations
The Asymptotic Study of Smooth Entropy Support Vector Regression (Articles)

Guo-sheng Hu, Jian-hua Zhang

Intelligent Information Management Vol.4 No.3, May 25, 2012

DOI: 10.4236/iim.2012.43007 3,629 Downloads 6,467 Views Citations
Multi-Sensor Ensemble Classifier for Activity Recognition (Articles)

Lingfei Mo, Shaopeng Liu, Robert X. Gao, Patty S. Freedson

Journal of Software Engineering and Applications Vol.5 No.12B, January 25, 2013

DOI: 10.4236/jsea.2012.512B022 4,200 Downloads 6,263 Views Citations
The Fracture Density and Fractal Dimension Prediction Based on Support Vector Machine (Articles)

Lei Zhao, Liehui Zhang, Yilin Wang

International Journal of Geosciences Vol.4 No.4, June 20, 2013

DOI: 10.4236/ijg.2013.44062 4,898 Downloads 7,487 Views Citations
Improvement of Liver Segmentation by Combining High Order Statistical Texture Features with Anatomical Structural Features (Articles)

Suhuai Luo, Xuechen Li, Jiaming Li

Engineering Vol.5 No.5B, July 26, 2013

DOI: 10.4236/eng.2013.55B014 3,242 Downloads 5,089 Views Citations
Identification of Diabetic Retinal Exudates in Digital Color Images Using Support Vector Machine (Articles)

R. F. Mansour, E. Md. Abdelrahim, Amna S. Al-Johani

Journal of Intelligent Learning Systems and Applications Vol.5 No.3, July 31, 2013

DOI: 10.4236/jilsa.2013.53015 5,775 Downloads 9,815 Views Citations
Protein-Protein Interaction Extraction Based on Convex Combination Kernel Function (Articles)

Peng Chen, Jianyi Guo, Zhengtao Yu, Sichao Wei, Feng Zhou, Xin Yan

Journal of Computer and Communications Vol.1 No.5, November 8, 2013

DOI: 10.4236/jcc.2013.15002 3,284 Downloads 6,691 Views Citations
Speech Analysis for Diagnosis of Parkinson’s Disease Using Genetic Algorithm and Support Vector Machine (Articles)

Mohammad Shahbakhi, Danial Taheri Far, Ehsan Tahami

Journal of Biomedical Science and Engineering Vol.7 No.4, March 6, 2014

DOI: 10.4236/jbise.2014.74019 8,167 Downloads 13,763 Views Citations
Application of Slantlet Transform Based Support Vector Machine for Power Quality Detection and Classification (Articles)

Faridah Hanim M. Noh, Hajime Miyauchi, M. Faizal Yaakub

Journal of Power and Energy Engineering Vol.3 No.4, April 14, 2015

DOI: 10.4236/jpee.2015.34030 5,059 Downloads 6,297 Views Citations
Image Classification Based on Histogram Intersection Kernel (Articles)

Hanbin Xi, Tiantian Chang

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

DOI: 10.4236/jcc.2015.311025 3,428 Downloads 6,072 Views Citations

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