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Publication search results
found 61 matches
- 2019
- Pablo Gamallo:
Using the Outlier Detection Task to Evaluate Distributional Semantic Models. Mach. Learn. Knowl. Extr. 1(1): 211-223 (2019) - Zohreh Akbari, Rainer Unland:
A Novel Heterogeneous Swarm Reinforcement Learning Method for Sequential Decision Making Problems. Mach. Learn. Knowl. Extr. 1(2): 590-610 (2019) - Nicholas Ampazis, Theodoros Emmanouilidis, Flora Sakketou:
A Matrix Factorization Algorithm for Efficient Recommendations in Social Rating Networks Using Constrained Optimization. Mach. Learn. Knowl. Extr. 1(3): 928-944 (2019) - Ognjen Arandjelovic:
Targeted Adaptable Sample for Accurate and Efficient Quantile Estimation in Non-Stationary Data Streams. Mach. Learn. Knowl. Extr. 1(3): 848-870 (2019) - Vinícius Jonathan Silva Araújo, Augusto Junio Guimarães, Paulo Vitor de Campos Souza, Thiago Silva Rezende, Vanessa Souza Araújo:
Using Resistin, Glucose, Age and BMI and Pruning Fuzzy Neural Network for the Construction of Expert Systems in the Prediction of Breast Cancer. Mach. Learn. Knowl. Extr. 1(1): 466-482 (2019) - Giuliano Armano, Alessandro Giuliani, Ursula Neumann, Nikolas Rothe, Dominik Heider:
Phi-Delta-Diagrams: Software Implementation of a Visual Tool for Assessing Classifier and Feature Performance. Mach. Learn. Knowl. Extr. 1(1): 121-137 (2019) - Yousef Azabi, Al Savvaris, Timoleon Kipouros:
Artificial Intelligence to Enhance Aerodynamic Shape Optimisation of the Aegis UAV. Mach. Learn. Knowl. Extr. 1(2): 552-574 (2019) - Daulet Baimukashev, Alikhan Zhilisbayev, Askat Kuzdeuov, Artemiy Oleinikov, Denis Fadeyev, Zhanat Makhataeva, Huseyin Atakan Varol:
Deep Learning Based Object Recognition Using Physically-Realistic Synthetic Depth Scenes. Mach. Learn. Knowl. Extr. 1(3): 883-903 (2019) - Stephen W. Carden, S. Dalton Walker:
Exploration Using Without-Replacement Sampling of Actions Is Sometimes Inferior. Mach. Learn. Knowl. Extr. 1(2): 698-714 (2019) - Adrien Chan-Hon-Tong:
An Algorithm for Generating Invisible Data Poisoning Using Adversarial Noise That Breaks Image Classification Deep Learning. Mach. Learn. Knowl. Extr. 1(1): 192-204 (2019) - Guoqing Chao, Yuan Luo, Weiping Ding:
Recent Advances in Supervised Dimension Reduction: A Survey. Mach. Learn. Knowl. Extr. 1(1): 341-358 (2019) - Oliver Chikumbo, Vincent Granville:
Optimal Clustering and Cluster Identity in Understanding High-Dimensional Data Spaces with Tightly Distributed Points. Mach. Learn. Knowl. Extr. 1(2): 715-744 (2019) - Parashar Dhakal, Praveen Damacharla, Ahmad Y. Javaid, Vijay Kumar Devabhaktuni:
A Near Real-Time Automatic Speaker Recognition Architecture for Voice-Based User Interface. Mach. Learn. Knowl. Extr. 1(1): 504-520 (2019) - Frank Emmert-Streib, Matthias Dehmer:
Inference of Genome-Scale Gene Regulatory Networks: Are There Differences in Biological and Clinical Validations? Mach. Learn. Knowl. Extr. 1(1): 138-148 (2019) - Frank Emmert-Streib, Matthias Dehmer:
A Machine Learning Perspective on Personalized Medicine: An Automized, Comprehensive Knowledge Base with Ontology for Pattern Recognition. Mach. Learn. Knowl. Extr. 1(1): 149-156 (2019) - Frank Emmert-Streib, Matthias Dehmer:
Defining Data Science by a Data-Driven Quantification of the Community. Mach. Learn. Knowl. Extr. 1(1): 235-251 (2019) - Frank Emmert-Streib, Matthias Dehmer:
High-Dimensional LASSO-Based Computational Regression Models: Regularization, Shrinkage, and Selection. Mach. Learn. Knowl. Extr. 1(1): 359-383 (2019) - Frank Emmert-Streib, Matthias Dehmer:
Evaluation of Regression Models: Model Assessment, Model Selection and Generalization Error. Mach. Learn. Knowl. Extr. 1(1): 521-551 (2019) - Frank Emmert-Streib, Matthias Dehmer:
Large-Scale Simultaneous Inference with Hypothesis Testing: Multiple Testing Procedures in Practice. Mach. Learn. Knowl. Extr. 1(2): 653-683 (2019) - Frank Emmert-Streib, Matthias Dehmer:
Understanding Statistical Hypothesis Testing: The Logic of Statistical Inference. Mach. Learn. Knowl. Extr. 1(3): 945-961 (2019) - Frank Emmert-Streib, Matthias Dehmer:
Introduction to Survival Analysis in Practice. Mach. Learn. Knowl. Extr. 1(3): 1013-1038 (2019) - Patrícia Espinheira, Luana da Silva, Alisson Silva, Raydonal Ospina:
Model Selection Criteria on Beta Regression for Machine Learning. Mach. Learn. Knowl. Extr. 1(1): 427-449 (2019) - Anestis Fachantidis, Matthew E. Taylor, Ioannis P. Vlahavas:
Learning to Teach Reinforcement Learning Agents. Mach. Learn. Knowl. Extr. 1(1): 21-42 (2019) - Massimo Ferri:
Why Topology for Machine Learning and Knowledge Extraction? Mach. Learn. Knowl. Extr. 1(1): 115-120 (2019) - Devin Joseph Frey, Avdesh Mishra, Md. Tamjidul Hoque, Mahdi Abdelguerfi, Thomas Soniat:
A Machine Learning Approach to Determine Oyster Vessel Behavior. Mach. Learn. Knowl. Extr. 1(1): 64-74 (2019) - Donia Gamal, Marco Alfonse, El-Sayed M. El-Horbaty, Abdel-Badeeh M. Salem:
Analysis of Machine Learning Algorithms for Opinion Mining in Different Domains. Mach. Learn. Knowl. Extr. 1(1): 224-234 (2019) - Dragan Gamberger, Tjasa Stare, Dragana Miljkovic, Kristina Gruden, Nada Lavrac:
Discovery of Relevant Response in Infected Potato Plants from Time Series of Gene Expression Data. Mach. Learn. Knowl. Extr. 1(1): 400-413 (2019) - Luyun Gan, Brosnan Yuen, Tao Lu:
Multi-Label Classification with Optimal Thresholding for Multi-Composition Spectroscopic Analysis. Mach. Learn. Knowl. Extr. 1(4): 1084-1099 (2019) - Anna Guitart, Pei Pei Chen, África Periáñez:
The Winning Solution to the IEEE CIG 2017 Game Data Mining Competition. Mach. Learn. Knowl. Extr. 1(1): 252-264 (2019) - Andreas Holzinger:
Introduction to MAchine Learning & Knowledge Extraction (MAKE). Mach. Learn. Knowl. Extr. 1(1): 1-20 (2019)
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