Machine Learning Algorithms for Smart Data Analysis in Internet of Things Environment: Taxonomies and Research Trends

Machine learning for wireless communications in the Internet of Things: A comprehensive survey

(2019) Jithin Jagannath et al.   Ad Hoc Networks

Machine learning: Overview of the recent progresses and implications for the process systems engineering field

(2018) Jay H. Lee et al.   COMPUTERS & CHEMICAL ENGINEERING

Spatial Prediction of Rainfall-Induced Landslides Using Aggregating One-Dependence Estimators Classifier

(2018) Binh Thai Pham et al.   Journal of the Indian Society of Remote Sensing

Supervised Machine Learning for Population Genetics: A New Paradigm

(2018) Daniel R. Schrider et al.   TRENDS IN GENETICS

AMIDST: A Java toolbox for scalable probabilistic machine learning

(2018) Andrés R. Masegosa et al.   KNOWLEDGE-BASED SYSTEMS

Performance Analysis of IoT-Based Sensor, Big Data Processing, and Machine Learning Model for Real-Time Monitoring System in Automotive Manufacturing

(2018) Muhammad Syafrudin et al.   SENSORS

Distributed Nonlinear Semiparametric Support Vector Machine for Big Data Applications on Spark Frameworks

(2018) Roberto Diaz-Morales et al.   IEEE Transactions on Systems Man Cybernetics-Systems

A comparative study of machine learning classifiers for modeling travel mode choice

(2017) Julian Hagenauer et al.   EXPERT SYSTEMS WITH APPLICATIONS

kNN-IS: An Iterative Spark-based design of the k-Nearest Neighbors classifier for big data

(2017) Jesus Maillo et al.   KNOWLEDGE-BASED SYSTEMS

Distributed optimization of multi-class SVMs

(2017) Maximilian Alber et al.   PLoS One

Real-Time Signal Quality-Aware ECG Telemetry System for IoT-Based Health Care Monitoring

(2017) Udit Satija et al.   IEEE Internet of Things Journal

Computer-aided sleep staging using Complete Ensemble Empirical Mode Decomposition with Adaptive Noise and bootstrap aggregating

(2016) Ahnaf Rashik Hassan et al.   Biomedical Signal Processing and Control

A land use regression model for ambient ultrafine particles in Montreal, Canada: A comparison of linear regression and a machine learning approach

(2016) Scott Weichenthal et al.   ENVIRONMENTAL RESEARCH

CEAP: SVM-based intelligent detection model for clustered vehicular ad hoc networks

(2016) Omar Abdel Wahab et al.   EXPERT SYSTEMS WITH APPLICATIONS

Discriminative Feature Extraction via Multivariate Linear Regression for SSVEP-Based BCI

(2016) Haiqiang Wang et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Empirically Estimable Classification Bounds Based on a Nonparametric Divergence Measure

(2016) Visar Berisha et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Random forest in remote sensing: A review of applications and future directions

(2016) Mariana Belgiu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Bayesian Naïve Bayes classifiers to text classification

(2016) Shuo Xu   JOURNAL OF INFORMATION SCIENCE

Binary classification SVM-based algorithms with interval-valued training data using triangular and Epanechnikov kernels

(2016) Lev V. Utkin et al.   NEURAL NETWORKS

SVM or deep learning? A comparative study on remote sensing image classification

(2016) Peng Liu et al.   SOFT COMPUTING

A random forest guided tour

(2016) Gérard Biau et al.   TEST

A random forest guided tour

(2016) Gérard Biau et al.   TEST

DWT Based Detection of Epileptic Seizure From EEG Signals Using Naive Bayes and k-NN Classifiers

(2016) A. Sharmila et al.   IEEE Access

Internet of Things: A Survey on Enabling Technologies, Protocols, and Applications

(2015) Ala Al-Fuqaha et al.   IEEE Communications Surveys and Tutorials

Effect of label noise in the complexity of classification problems

(2015) Luís P.F. Garcia et al.   NEUROCOMPUTING

Sequential minimal optimization for SVM with pinball loss

(2015) Xiaolin Huang et al.   NEUROCOMPUTING

Editing training data for multi-label classification with the k-nearest neighbor rule

(2015) Sawsan Kanj et al.   PATTERN ANALYSIS AND APPLICATIONS

Efficiently Supporting Edit Distance Based String Similarity Search Using B $^+$-Trees

(2014) Wei Lu et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Dimensionality reduction of medical big data using neural-fuzzy classifier

(2014) Ahmad Taher Azar et al.   SOFT COMPUTING

Mining smart card data for transit riders’ travel patterns

(2013) Xiaolei Ma et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES