A Survey of Deep Learning and Its Applications: A New Paradigm to Machine Learning

Real-time human activity recognition from accelerometer data using Convolutional Neural Networks

(2018) Andrey Ignatov   APPLIED SOFT COMPUTING

Soft Computing based object detection and tracking approaches: State-of-the-Art survey

(2018) Manisha Kaushal et al.   APPLIED SOFT COMPUTING

A comprehensive review of recent advances on deep vision systems

(2018) Qaisar Abbas et al.   ARTIFICIAL INTELLIGENCE REVIEW

Speech-Music Discrimination Using Deep Visual Feature Extractors

(2018) Michalis Papakostas et al.   EXPERT SYSTEMS WITH APPLICATIONS

Deep learning algorithms for human activity recognition using mobile and wearable sensor networks: State of the art and research challenges

(2018) Henry Friday Nweke et al.   EXPERT SYSTEMS WITH APPLICATIONS

Deep Learning for Passive Synthetic Aperture Radar

(2018) Bariscan Yonel et al.   IEEE Journal of Selected Topics in Signal Processing

Deep Neural Networks for Acoustic Modeling in the Presence of Noise

(2018) Luciana Maiara Queiroz de Santana et al.   IEEE Latin America Transactions

DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

(2018) Liang-Chieh Chen et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Attribute CNNs for word spotting in handwritten documents

(2018) Sebastian Sudholt et al.   International Journal on Document Analysis and Recognition

Deep feature learning via structured graph Laplacian embedding for person re-identification

(2018) De Cheng et al.   PATTERN RECOGNITION

A regularized ensemble framework of deep learning for cancer detection from multi-class, imbalanced training data

(2018) Xiaohui Yuan et al.   PATTERN RECOGNITION

Deep unsupervised learning of visual similarities

(2018) Artsiom Sanakoyeu et al.   PATTERN RECOGNITION

Multilevel triplet deep learning model for person re-identification

(2018) Cairong Zhao et al.   PATTERN RECOGNITION LETTERS

A deep inference learning framework for healthcare

(2018) Yinglong Dai et al.   PATTERN RECOGNITION LETTERS

Deep learning for decentralized parking lot occupancy detection

(2017) Giuseppe Amato et al.   EXPERT SYSTEMS WITH APPLICATIONS

Deep learning for biological image classification

(2017) Carlos Affonso et al.   EXPERT SYSTEMS WITH APPLICATIONS

Text summarization using unsupervised deep learning

(2017) Mahmood Yousefi-Azar et al.   EXPERT SYSTEMS WITH APPLICATIONS

Deep learning networks for stock market analysis and prediction: Methodology, data representations, and case studies

(2017) Eunsuk Chong et al.   EXPERT SYSTEMS WITH APPLICATIONS

Enhancing deep learning sentiment analysis with ensemble techniques in social applications

(2017) Oscar Araque et al.   EXPERT SYSTEMS WITH APPLICATIONS

Deep learning in remote sensing scene classification: a data augmentation enhanced convolutional neural network framework

(2017) Xingrui Yu et al.   GIScience & Remote Sensing

Deep Learning in Automotive Software

(2017) Fabio Falcini et al.   IEEE SOFTWARE

How Deep Learning Extracts and Learns Leaf Features for Plant Classification

(2017) Sue Han Lee et al.   PATTERN RECOGNITION

Experiments using deep learning for dermoscopy image analysis

(2017) Cristina Nader Vasconcelos et al.   PATTERN RECOGNITION LETTERS

Object recognition and detection with deep learning for autonomous driving applications

(2017) Ayşegül Uçar et al.   SIMULATION-TRANSACTIONS OF THE SOCIETY FOR MODELING AND SIMULATION INTERNATIONAL

Early detection of anomalies in dam performance: A methodology based on boosted regression trees

(2017) Fernando Salazar et al.   Structural Control & Health Monitoring

Deep Learning in Remote Sensing: A Comprehensive Review and List of Resources

(2017) Xiao Xiang Zhu et al.   IEEE Geoscience and Remote Sensing Magazine

ECG assessment based on neural networks with pretraining

(2016) Vicent J. Ribas Ripoll et al.   APPLIED SOFT COMPUTING

Interpretation of dam deformation and leakage with boosted regression trees

(2016) Fernando Salazar et al.   ENGINEERING STRUCTURES

HMM-based Indic handwritten word recognition using zone segmentation

(2016) Partha Pratim Roy et al.   PATTERN RECOGNITION

Deep Learning for Remote Sensing Data: A Technical Tutorial on the State of the Art

(2016) Liangpei Zhang et al.   IEEE Geoscience and Remote Sensing Magazine

Data-Based Models for the Prediction of Dam Behaviour: A Review and Some Methodological Considerations

(2015) Fernando Salazar et al.   ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING

Query-oriented unsupervised multi-document summarization via deep learning model

(2015) Sheng-hua Zhong et al.   EXPERT SYSTEMS WITH APPLICATIONS

Deep Learning for Acoustic Modeling in Parametric Speech Generation: A systematic review of existing techniques and future trends

(2015) Zhen-Hua Ling et al.   IEEE SIGNAL PROCESSING MAGAZINE

Deep learning

(2015) Yann LeCun et al.   NATURE

An empirical comparison of machine learning techniques for dam behaviour modelling

(2015) F. Salazar et al.   STRUCTURAL SAFETY

Audio-visual speech recognition using deep learning

(2014) Kuniaki Noda et al.   APPLIED INTELLIGENCE

A deep HMM model for multiple keywords spotting in handwritten documents

(2014) Simon Thomas et al.   PATTERN ANALYSIS AND APPLICATIONS

Fast Adaptation of Deep Neural Network Based on Discriminant Codes for Speech Recognition

(2014) Shaofei Xue et al.   IEEE-ACM Transactions on Audio Speech and Language Processing

Big Data Deep Learning: Challenges and Perspectives

(2014) Xue-Wen Chen et al.   IEEE Access