Machine Learning Training and Model Validation - Articles

The Computational Theory of Intelligence: Information Entropy (Articles)

Daniel Kovach

International Journal of Modern Nonlinear Theory and Application Vol.3 No.4, September 29, 2014

DOI: 10.4236/ijmnta.2014.34020 5,632 Downloads 7,766 Views Citations
An Integrated Intrusion Detection System by Combining SVM with AdaBoost (Articles)

Yu Ren

Journal of Software Engineering and Applications Vol.7 No.12, November 21, 2014

DOI: 10.4236/jsea.2014.712090 4,672 Downloads 6,098 Views Citations
Causal Groupoid Symmetries and Big Data (Articles)

Sergio Pissanetzky

Applied Mathematics Vol.5 No.21, December 15, 2014

DOI: 10.4236/am.2014.521327 5,547 Downloads 7,230 Views Citations
A Decision Tree Classifier for Intrusion Detection Priority Tagging (Articles)

Adel Ammar

Journal of Computer and Communications Vol.3 No.4, April 16, 2015

DOI: 10.4236/jcc.2015.34006 6,069 Downloads 8,614 Views Citations
A Decision Support System Based on Multi-Agent Technology for Gene Expression Analysis (Articles)

Edna Márquez, Jesús Savage, Jaime Berumen, Christian Lemaitre, Ana Lilia Laureano-Cruces, Ana Espinosa, Ron Leder, Alfredo Weitzenfeld

International Journal of Intelligence Science Vol.5 No.3, April 27, 2015

DOI: 10.4236/ijis.2015.53014 4,771 Downloads 6,241 Views Citations
Intelligent Dynamic Aging Approaches in Web Proxy Cache Replacement (Articles)

Waleed Ali, Siti Mariyam Shamsuddin

Journal of Intelligent Learning Systems and Applications Vol.7 No.4, November 13, 2015

DOI: 10.4236/jilsa.2015.74011 4,646 Downloads 6,474 Views Citations
An Acoustic Events Recognition for Robotic Systems Based on a Deep Learning Method (Articles)

Tadaaki Niwa, Takashi Kawakami, Ryosuke Ooe, Tamotsu Mitamura, Masahiro Kinoshita, Masaaki Wajima

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

DOI: 10.4236/jcc.2015.311008 2,838 Downloads 4,578 Views Citations
Accurate Plant MicroRNA Prediction Can Be Achieved Using Sequence Motif Features (Articles)

Malik Yousef, Jens Allmer, Waleed Khalifa

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

DOI: 10.4236/jilsa.2016.81002 5,133 Downloads 6,923 Views Citations
Forecasting Outlier Occurrence in Stock Market Time Series Based on Wavelet Transform and Adaptive ELM Algorithm (Articles)

Nargess Hosseinioun

Journal of Mathematical Finance Vol.6 No.1, February 26, 2016

DOI: 10.4236/jmf.2016.61013 2,946 Downloads 5,540 Views Citations
Comparative Analysis of Different Classifiers for the Wisconsin Breast Cancer Dataset (Articles)

Leena Vig

Open Access Library Journal Vol.1 No.6, September 24, 2014

DOI: 10.4236/oalib.1100660 2,119 Downloads 6,243 Views Citations
Detection of Ventricular Fibrillation Using Random Forest Classifier (Articles)

Anurag Verma, Xiaodai Dong

Journal of Biomedical Science and Engineering Vol.9 No.5, April 19, 2016

DOI: 10.4236/jbise.2016.95019 3,435 Downloads 6,648 Views Citations
Improve the Performance of a Complex FMS with a Hybrid Machine Learning Algorithm (Articles)

Hang Li

Journal of Software Engineering and Applications Vol.10 No.3, March 13, 2017

DOI: 10.4236/jsea.2017.103015 1,827 Downloads 3,545 Views Citations
The P2P Risk Assessment Model Based on the Improved AdaBoost-SVM Algorithm (Articles)

Jianhui Yang, Dongsheng Luo

Journal of Financial Risk Management Vol.6 No.2, June 27, 2017

DOI: 10.4236/jfrm.2017.62015 1,639 Downloads 3,288 Views Citations
Hoeffding Tree Algorithms for Anomaly Detection in Streaming Datasets: A Survey (Articles)

Asmah Muallem, Sachin Shetty, Jan Wei Pan, Juan Zhao, Biswajit Biswal

Journal of Information Security Vol.8 No.4, October 25, 2017

DOI: 10.4236/jis.2017.84022 2,627 Downloads 6,200 Views Citations
A Minimal Subset of Features Using Feature Selection for Handwritten Digit Recognition (Articles)

Areej Alsaafin, Ashraf Elnagar

Journal of Intelligent Learning Systems and Applications Vol.9 No.4, October 31, 2017

DOI: 10.4236/jilsa.2017.94006 6,949 Downloads 13,158 Views Citations
Machine Learning Methods of Bankruptcy Prediction Using Accounting Ratios (Articles)

Yachao Li, Yufa Wang

Open Journal of Business and Management Vol.6 No.1, November 21, 2017

DOI: 10.4236/ojbm.2018.61001 2,458 Downloads 8,026 Views Citations
Employing Canopy Hyperspectral Narrowband Data and Random Forest Algorithm to Differentiate Palmer Amaranth from Colored Cotton (Articles)

Reginald S. Fletcher, Rickie B. Turley

American Journal of Plant Sciences Vol.8 No.12, November 29, 2017

DOI: 10.4236/ajps.2017.812219 1,055 Downloads 2,260 Views Citations
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Combination of Random Forests and Neural Networks in Social Lending (Articles)

Yijie Fu

Journal of Financial Risk Management Vol.6 No.4, December 29, 2017

DOI: 10.4236/jfrm.2017.64030 1,686 Downloads 5,022 Views Citations
Comparison of Two Quantum Nearest Neighbor Classifiers on IBM’s Quantum Simulator (Articles)

Wei Hu

Natural Science Vol.10 No.3, March 12, 2018

DOI: 10.4236/ns.2018.103010 1,544 Downloads 4,022 Views Citations
Towards a Real Quantum Neuron (Articles)

Wei Hu

Natural Science Vol.10 No.3, March 16, 2018

DOI: 10.4236/ns.2018.103011 2,533 Downloads 7,709 Views Citations

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