A Survey of Data Mining and Deep Learning in Bioinformatics

Improving the Naive Bayes Classifier via a Quick Variable Selection Method Using Maximum of Entropy

(2017) et al.   Entropy

Three-Category Classification of Magnetic Resonance Hearing Loss Images Based on Deep Autoencoder

(2017) Wenjuan Jia et al.   JOURNAL OF MEDICAL SYSTEMS

DNA Cryptography and Deep Learning using Genetic Algorithm with NW algorithm for Key Generation

(2017) Shruti Kalsi et al.   JOURNAL OF MEDICAL SYSTEMS

A Machine Learning Ensemble Classifier for Early Prediction of Diabetic Retinopathy

(2017) Somasundaram S K et al.   JOURNAL OF MEDICAL SYSTEMS

A Critical Review for Developing Accurate and Dynamic Predictive Models Using Machine Learning Methods in Medicine and Health Care

(2017) Hamdan O. Alanazi et al.   JOURNAL OF MEDICAL SYSTEMS

Self-Adaptive Pre-Processing Methodology for Big Data Stream Mining in Internet of Things Environmental Sensor Monitoring

(2017) Kun Lan et al.   Symmetry-Basel

A MapReduce approach to diminish imbalance parameters for big deoxyribonucleic acid dataset

(2016) Sarwar Kamal et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Robust Density-Based Clustering To Identify Metastable Conformational States of Proteins

(2016) Florian Sittel et al.   Journal of Chemical Theory and Computation

Adaptive partitioning by local density-peaks: An efficient density-based clustering algorithm for analyzing molecular dynamics trajectories

(2016) Song Liu et al.   JOURNAL OF COMPUTATIONAL CHEMISTRY

Edge map analysis in chest X-rays for automatic pulmonary abnormality screening

(2016) K. C. Santosh et al.   International Journal of Computer Assisted Radiology and Surgery

Automatic Feature Learning to Grade Nuclear Cataracts Based on Deep Learning

(2015) Xinting Gao et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Multi-Layer and Recursive Neural Networks for Metagenomic Classification

(2015) Gregory Ditzler et al.   IEEE TRANSACTIONS ON NANOBIOSCIENCE

Integrative Data Analysis of Multi-Platform Cancer Data with a Multimodal Deep Learning Approach

(2015) Muxuan Liang et al.   IEEE-ACM Transactions on Computational Biology and Bioinformatics

Deep Learning for Drug-Induced Liver Injury

(2015) Youjun Xu et al.   Journal of Chemical Information and Modeling

Deep learning

(2015) Yann LeCun et al.   NATURE

Combination of texture and shape features to detect pulmonary abnormalities in digital chest X-rays

(2015) Alexandros Karargyris et al.   International Journal of Computer Assisted Radiology and Surgery

A bio-inspired hierarchical clustering algorithm with backtracking strategy

(2014) Akil Elkamel et al.   APPLIED INTELLIGENCE

Knowledge Discovery and interactive Data Mining in Bioinformatics - State-of-the-Art, future challenges and research directions

(2014) Andreas Holzinger et al.   BMC BIOINFORMATICS

Model-based clustering for RNA-seq data

(2013) Yaqing Si et al.   BIOINFORMATICS

Multistage approach for clustering and classification of ECG data

(2013) J.H. Abawajy et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Accelerating Bayesian Hierarchical Clustering of Time Series Data with a Randomised Algorithm

(2013) Robert Darkins et al.   PLoS One

Deep architectures for protein contact map prediction

(2012) Pietro Di Lena et al.   BIOINFORMATICS

Application of classification techniques on development an early-warning system for chronic illnesses

(2012) Chih-Hung Jen et al.   EXPERT SYSTEMS WITH APPLICATIONS

Survey on LBP based texture descriptors for image classification

(2011) Loris Nanni et al.   EXPERT SYSTEMS WITH APPLICATIONS

Design of an Enhanced Fuzzy k-nearest Neighbor Classifier Based Computer Aided Diagnostic System for Thyroid Disease

(2011) Da-You Liu et al.   JOURNAL OF MEDICAL SYSTEMS

Design Ensemble Machine Learning Model for Breast Cancer Diagnosis

(2011) Sheau-Ling Hsieh et al.   JOURNAL OF MEDICAL SYSTEMS

Data Mining in Healthcare and Biomedicine: A Survey of the Literature

(2011) Illhoi Yoo et al.   JOURNAL OF MEDICAL SYSTEMS

Chest diseases diagnosis using artificial neural networks

(2010) Orhan Er et al.   EXPERT SYSTEMS WITH APPLICATIONS

Anytime learning of anycost classifiers

(2010) Saher Esmeir et al.   MACHINE LEARNING

Data clustering: 50 years beyond K-means

(2009) Anil K. Jain   PATTERN RECOGNITION LETTERS

Enriched random forests

(2008) D. Amaratunga et al.   BIOINFORMATICS

Statistical Power and Sample Size Requirements for Three Level Hierarchical Cluster Randomized Trials

(2008) Moonseong Heo et al.   BIOMETRICS

AptaCDSS-E: A classifier ensemble-based clinical decision support system for cardiovascular disease level prediction

(2007) J EOM et al.   EXPERT SYSTEMS WITH APPLICATIONS