Volume 1; Issue 1

Main
Machine Learning and Knowledge Extraction
Volume 1; Issue 1

Machine Learning and Knowledge Extraction

Volume 1; Issue 1

1

Introduction to MAchine Learning & Knowledge Extraction (MAKE)

Holzinger, Andreas

Journal:

Machine Learning and Knowledge Extraction

Year:

2017

Language:

english

File:

PDF, 1.99 MB

english, 2017

2

Learning to Teach Reinforcement Learning Agents

Fachantidis, Anestis, Taylor, Matthew, Vlahavas, Ioannis

Journal:

Machine Learning and Knowledge Extraction

Year:

2017

Language:

english

File:

PDF, 1.06 MB

english, 2017

3

Category Maps Describe Driving Episodes Recorded with Event Data Recorders

Madokoro, Hirokazu, Sato, Kazuhito, Shimoi, Nobuhiro

Journal:

Machine Learning and Knowledge Extraction

Year:

2018

Language:

english

File:

PDF, 2.83 MB

english, 2018

4

A Survey of ReRAM-Based Architectures for Processing-In-Memory and Neural Networks

Journal:

Machine Learning and Knowledge Extraction

Year:

2018

Language:

english

File:

PDF, 2.52 MB

english, 2018

5

Why Topology for Machine Learning and Knowledge Extraction?

Journal:

Machine Learning and Knowledge Extraction

Year:

2018

Language:

english

File:

PDF, 582 KB

english, 2018

6

Phi-Delta-Diagrams: Software Implementation of a Visual Tool for Assessing Classifier and Feature Performance

Armano, Giuliano, Giuliani, Alessandro, Neumann, Ursula, Rothe, Nikolas, Heider, Dominik

Journal:

Machine Learning and Knowledge Extraction

Year:

2018

Language:

english

File:

PDF, 893 KB

english, 2018

7

Inference of Genome-Scale Gene Regulatory Networks: Are There Differences in Biological and Clinical Validations?

Emmert-Streib, Frank, Dehmer, Matthias

Journal:

Machine Learning and Knowledge Extraction

Year:

2018

Language:

english

File:

PDF, 623 KB

english, 2018

8

Particle Swarm Optimization: A Survey of Historical and Recent Developments with Hybridization Perspectives

Sengupta, Saptarshi, Basak, Sanchita, Peters, Richard

Journal:

Machine Learning and Knowledge Extraction

Year:

2018

Language:

english

File:

PDF, 16.96 MB

english, 2018

9

The Winning Solution to the IEEE CIG 2017 Game Data Mining Competition

Guitart, Anna, Chen, Pei, Periáñez, África

Journal:

Machine Learning and Knowledge Extraction

Year:

2018

File:

PDF, 684 KB

2018

10

Analysis of Machine Learning Algorithms for Opinion Mining in Different Domains

Gamal, Donia, Alfonse, Marco, M. El-Horbaty, El-Sayed, M. Salem, Abdel-Badeeh

Journal:

Machine Learning and Knowledge Extraction

Year:

2018

Language:

english

File:

PDF, 2.26 MB

english, 2018

11

Multi-Layer Hidden Markov Model Based Intrusion Detection System

Zegeye, Wondimu, Dean, Richard, Moazzami, Farzad

Journal:

Machine Learning and Knowledge Extraction

Year:

2018

Language:

english

File:

PDF, 3.14 MB

english, 2018

12

Recent Advances in Supervised Dimension Reduction: A Survey

Chao, Guoqing, Luo, Yuan, Ding, Weiping

Journal:

Machine Learning and Knowledge Extraction

Year:

2019

Language:

english

File:

PDF, 655 KB

english, 2019

13

Gender Recognition by Voice using an Improved Self-Labeled Algorithm

Livieris, Ioannis, Pintelas, Emmanuel, Pintelas, Panagiotis

Journal:

Machine Learning and Knowledge Extraction

Year:

2019

File:

PDF, 1.13 MB

2019

14

A Machine Learning Approach to Determine Oyster Vessel Behavior

Frey, Devin Joseph, Mishra, Avdesh, Hoque, Md Tamjidul, Abdelguerfi, Mahdi, Soniat, Thomas

Journal:

Machine Learning and Knowledge Extraction

Year:

2018

Language:

english

File:

PDF, 7.77 MB

english, 2018

15

Using Resistin, Glucose, Age and BMI and Pruning Fuzzy Neural Network for the Construction of Expert Systems in the Prediction of Breast Cancer

Silva Araújo, Vinícius, Guimarães, Augusto, de Campos Souza, Paulo, Silva Rezende, Thiago, Souza Araújo, Vanessa

Journal:

Machine Learning and Knowledge Extraction

Year:

2019

Language:

english

File:

PDF, 1.16 MB

english, 2019

16

Causal Discovery with Attention-Based Convolutional Neural Networks

Nauta, Meike, Bucur, Doina, Seifert, Christin

Journal:

Machine Learning and Knowledge Extraction

Year:

2019

Language:

english

File:

PDF, 1.76 MB

english, 2019

17

Differentially Private Image Classification Using Support Vector Machine and Differential Privacy

Senekane, Makhamisa

Journal:

Machine Learning and Knowledge Extraction

Year:

2019

Language:

english

File:

PDF, 641 KB

english, 2019

18

Gender Recognition by Voice using an Improved Self-Labeled Algorithm

Livieris, Ioannis, Pintelas, Emmanuel, Pintelas, Panagiotis

Journal:

Machine Learning and Knowledge Extraction

Year:

2019

Language:

english

File:

PDF, 1.13 MB

english, 2019

19

Evaluation of Regression Models: Model Assessment, Model Selection and Generalization Error

Emmert-Streib, Frank, Dehmer, Matthias

Journal:

Machine Learning and Knowledge Extraction

Year:

2019

Language:

english

File:

PDF, 3.06 MB

english, 2019

20

Evaluation of Regression Models: Model Assessment, Model Selection and Generalization Error

Emmert-Streib, Frank, Dehmer, Matthias

Journal:

Machine Learning and Knowledge Extraction

Year:

2019

File:

PDF, 3.06 MB

2019

21

Evaluation of ARIMA Models for Human–Machine Interface State Sequence Prediction

Singh, Harsh V. P., Mahmoud, Qusay H.

Journal:

Machine Learning and Knowledge Extraction

Year:

2019

File:

PDF, 5.46 MB

2019

22

Model Selection Criteria on Beta Regression for Machine Learning

Espinheira, Patrícia, da Silva, Luana, Silva, Alisson, Ospina, Raydonal

Journal:

Machine Learning and Knowledge Extraction

Year:

2019

File:

PDF, 1.12 MB

2019

23

Guidelines and Benchmarks for Deployment of Deep Learning Models on Smartphones as Real-Time Apps

Sehgal, Abhishek, Kehtarnavaz, Nasser

Journal:

Machine Learning and Knowledge Extraction

Year:

2019

Language:

english

File:

PDF, 3.38 MB

english, 2019

24

Encrypted DNP3 Traffic Classification Using Supervised Machine Learning Algorithms

de Toledo, Thais, Torrisi, Nunzio

Journal:

Machine Learning and Knowledge Extraction

Year:

2019

Language:

english

File:

PDF, 1.31 MB

english, 2019

25

An Algorithm for Generating Invisible Data Poisoning Using Adversarial Noise That Breaks Image Classification Deep Learning

CHAN-HON-TONG, Adrien

Journal:

Machine Learning and Knowledge Extraction

Year:

2018

Language:

english

File:

PDF, 2.13 MB

english, 2018

26

Exploiting Genomic Relations in Big Data Repositories by Graph-Based Search Methods

Musa, Aliyu, Dehmer, Matthias, Yli-Harja, Olli, Emmert-Streib, Frank

Journal:

Machine Learning and Knowledge Extraction

Year:

2018

Language:

english

File:

PDF, 4.16 MB

english, 2018

27

Exploiting Genomic Relations in Big Data Repositories by Graph-Based Search Methods

Musa, Aliyu, Dehmer, Matthias, Yli-Harja, Olli, Emmert-Streib, Frank

Journal:

Machine Learning and Knowledge Extraction

Year:

2018

File:

PDF, 4.16 MB

2018

28

Using the Outlier Detection Task to Evaluate Distributional Semantic Models

Journal:

Machine Learning and Knowledge Extraction

Year:

2018

File:

PDF, 648 KB

2018

29

Acknowledgement to Reviewers of MAKE in 2018

Journal:

Machine Learning and Knowledge Extraction

Year:

2019

File:

PDF, 208 KB

2019