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

Training with Input Selection and Testing (TWIST) Algorithm: A Significant Advance in Pattern Recognition Performance of Machine Learning (Articles)

Massimo Buscema, Marco Breda, Weldon Lodwick

Journal of Intelligent Learning Systems and Applications Vol.5 No.1, February 22, 2013

DOI: 10.4236/jilsa.2013.51004 5,838 Downloads 9,805 Views Citations
Aggregating Density Estimators: An Empirical Study (Articles)

Mathias Bourel, Badih Ghattas

Open Journal of Statistics Vol.3 No.5, October 9, 2013

DOI: 10.4236/ojs.2013.35040 4,885 Downloads 7,760 Views Citations
A new approach for HIV-1 protease cleavage site prediction combined with feature selection (Articles)

Yao Yuan, Hui Liu, Guangtao Qiu

Journal of Biomedical Science and Engineering Vol.6 No.12, December 20, 2013

DOI: 10.4236/jbise.2013.612144 3,226 Downloads 5,124 Views Citations
Application of Machine-Learning Based Prediction Techniques in Wireless Networks (Articles)

Gitanjali Bhutani

International Journal of Communications, Network and System Sciences Vol.7 No.5, May 19, 2014

DOI: 10.4236/ijcns.2014.75015 5,996 Downloads 9,432 Views Citations
Individual Classification of Emotions Using EEG (Articles)

Stefano Valenzi, Tanvir Islam, Peter Jurica, Andrzej Cichocki

Journal of Biomedical Science and Engineering Vol.7 No.8, June 26, 2014

DOI: 10.4236/jbise.2014.78061 8,922 Downloads 13,266 Views Citations
Evolutionary Learning of Concepts (Articles)

Rodrigo Morgon, Silvio do Lago Pereira

Journal of Computer and Communications Vol.2 No.8, June 27, 2014

DOI: 10.4236/jcc.2014.28008 3,990 Downloads 6,943 Views Citations
The Computational Theory of Intelligence: Data Aggregation (Articles)

Daniel Joseph Kovach

International Journal of Modern Nonlinear Theory and Application Vol.3 No.4, September 22, 2014

DOI: 10.4236/ijmnta.2014.34016 3,116 Downloads 4,762 Views Citations
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 5,737 Downloads 7,922 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 6,170 Downloads 8,809 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 4,801 Downloads 6,316 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 4,711 Downloads 6,592 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 2,849 Downloads 4,619 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 5,155 Downloads 6,980 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 2,967 Downloads 5,609 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 2,135 Downloads 6,318 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 3,498 Downloads 6,890 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 1,842 Downloads 3,593 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 1,709 Downloads 3,386 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 2,679 Downloads 6,306 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 7,013 Downloads 13,318 Views Citations

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