Ensemble Classification - Articles - Scientific Research Publishing

Classifying Unstructured Text Using Structured Training Instances and an Ensemble of Classifiers (Articles)

Andreas Lianos, Yanyan Yang

Journal of Intelligent Learning Systems and Applications Vol.7 No.2, May 26, 2015

DOI: 10.4236/jilsa.2015.72006 5,196 Downloads 6,563 Views Citations
Enhanced Classification Accuracy for Cardiotocogram Data with Ensemble Feature Selection and Classifier Ensemble (Articles)

Tipawan Silwattananusarn, Wanida Kanarkard, Kulthida Tuamsuk

Journal of Computer and Communications Vol.4 No.4, March 25, 2016

DOI: 10.4236/jcc.2016.44003 3,470 Downloads 5,626 Views Citations
Using Hybrid and Diversity-Based Adaptive Ensemble Method for Binary Classification (Articles)

Xing Fan, Chung-Horng Lung, Samuel A. Ajila

International Journal of Intelligence Science Vol.8 No.3, July 30, 2018

DOI: 10.4236/ijis.2018.83003 1,375 Downloads 3,594 Views Citations
A Comparative Study of Ensemble Learning Techniques and Classification Models to Identify Phishing Websites (Articles)

Alvina T. Budoen, Mingwu Zhang, Laban Zephaniah Edwards Jr.

Open Access Library Journal Vol.12 No.6, June 5, 2025

DOI: 10.4236/oalib.1113566 129 Downloads 1,037 Views Citations
Interpretable Machine Learning for Mood State Classification and Treatment Response Analysis Using Clinical and Biomarker Data (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.8, August 21, 2025

DOI: 10.4236/oalib.1113868 40 Downloads 366 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 3,094 Downloads 4,357 Views Citations
Ensemble Neural Network in Classifying Handwritten Arabic Numerals (Articles)

Kathirvalavakumar Thangairulappan, Palaniappan Rathinasamy

Journal of Intelligent Learning Systems and Applications Vol.8 No.1, December 28, 2015

DOI: 10.4236/jilsa.2016.81001 4,020 Downloads 5,257 Views Citations
Lymph Diseases Prediction Using Random Forest and Particle Swarm Optimization (Articles)

Waheeda Almayyan

Journal of Intelligent Learning Systems and Applications Vol.8 No.3, August 3, 2016

DOI: 10.4236/jilsa.2016.83005 2,686 Downloads 5,041 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 1,082 Downloads 2,471 Views Citations
Optimized CNN Ensemble with Class-Balanced MRI Data Augmentation for Accurate Multi-Class Dementia Diagnosis (Articles)

Samuel Ocen, Lawrence Muchemi, Michaelina Almaz Yohannis

Advances in Alzheimer's Disease Vol.14 No.3, September 3, 2025

DOI: 10.4236/aad.2025.143004 128 Downloads 878 Views Citations
FOCUS-Net: A Hybrid Denoising and Confidence-Weighted Attention Fusion Framework for Robust Alzheimer’s Disease Classification from MRI Data (Articles)

Samuel Ocen, Lawrence Muchemi, Michaelina Almaz Yohannis

Advances in Alzheimer's Disease Vol.14 No.3, September 25, 2025

DOI: 10.4236/aad.2025.143007 196 Downloads 1,020 Views Citations
A Machine Learning Framework for Mood State Classification in Bipolar Disorder Using Clinical Features (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.8, August 21, 2025

DOI: 10.4236/oalib.1113869 57 Downloads 457 Views Citations
Construction of Parsimonious Event Risk Scores by an Ensemble Method. An Illustration for Short-Term Predictions in Chronic Heart Failure Patients from the GISSI-HF Trial (Articles)

Benoît Lalloué, Jean-Marie Monnez, Donata Lucci, Eliane Albuisson

Applied Mathematics Vol.12 No.7, July 21, 2021

DOI: 10.4236/am.2021.127045 404 Downloads 1,220 Views Citations
Integrated Learning-Based SME Credit Rating (Articles)

Limei Wang, Zhe Wang, Yu Hu, Tian Bai

Open Journal of Social Sciences Vol.2 No.4, April 18, 2014

DOI: 10.4236/jss.2014.24036 5,257 Downloads 7,255 Views Citations
RETRACTED:Climate Change: Is Carbon Dioxide the Culprit? (Articles)

Amagh Nduka

Atmospheric and Climate Sciences Vol.6 No.4, October 11, 2016

DOI: 10.4236/acs.2016.64038 3,788 Downloads 5,407 Views Citations
A Comparative Study of Machine Learning Algorithms and Their Ensembles for Botnet Detection (Articles)

Songhui Ryu, Baijian Yang

Journal of Computer and Communications Vol.6 No.5, May 31, 2018

DOI: 10.4236/jcc.2018.65010 2,711 Downloads 5,940 Views Citations
This article belongs to the Special Issue on Information Technology
Skill Assessment of North American Multi-Models Ensemble (NMME) for June-September (JJAS) Seasonal Rainfall over Ethiopia (Articles)

Asaminew Teshome, Jie Zhang, Qianrong Ma, Stephen E. Zebiak, Teferi Demissie, Tufa Dinku, Asher Siebert, Jemal Seid, Nachiketa Acharya

Atmospheric and Climate Sciences Vol.12 No.1, December 22, 2021

DOI: 10.4236/acs.2022.121005 547 Downloads 2,072 Views Citations
Ensemble Machine Learning Models in Financial Distress Prediction: Evidence from China (Articles)

Yi Ling, Pang Paul Wang

Journal of Mathematical Finance Vol.14 No.2, May 28, 2024

DOI: 10.4236/jmf.2024.142013 479 Downloads 2,157 Views Citations
Ensemble-based active learning for class imbalance problem (Articles)

Yanping Yang, Guangzhi Ma

Journal of Biomedical Science and Engineering Vol.3 No.10, October 28, 2010

DOI: 10.4236/jbise.2010.310133 6,159 Downloads 12,700 Views Citations
Updating Geologic Models using Ensemble Kalman Filter for Water Coning Control (Articles)

Cesar A. Mantilla, Sanjay Srinivasan, Quoc P. Nguyen

Engineering Vol.3 No.5, June 2, 2011

DOI: 10.4236/eng.2011.35063 6,329 Downloads 10,195 Views Citations

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