Identifying Incident Causal Factors to Improve Aviation Transportation Safety: Proposing a Deep Learning Approach

Spatiotemporal Traffic Flow Prediction with KNN and LSTM

(2019) Xianglong Luo et al.   JOURNAL OF ADVANCED TRANSPORTATION

Deep contextualized embeddings for quantifying the informative content in biomedical text summarization

(2019) Milad Moradi et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Decision Support for the Automotive Industry

(2018) Christoph Gleue et al.   Business & Information Systems Engineering

Deep neural networks understand investors better

(2018) Nader Mahmoudi et al.   DECISION SUPPORT SYSTEMS

An architecture for emergency event prediction using LSTM recurrent neural networks

(2018) Bitzel Cortez et al.   EXPERT SYSTEMS WITH APPLICATIONS

Using structural topic modeling to identify latent topics and trends in aviation incident reports

(2018) Kenneth D. Kuhn   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Cause Identification from Aviation Safety Incident Reports via Weakly Supervised Semantic Lexicon Construction

(2018) M. A. Abedin et al.   JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH

An Improved Deep Learning Model for Traffic Crash Prediction

(2018) Chunjiao Dong et al.   JOURNAL OF ADVANCED TRANSPORTATION

A Data-Mining Approach to Identification of Risk Factors in Safety Management Systems

(2017) Donghui Shi et al.   JOURNAL OF MANAGEMENT INFORMATION SYSTEMS

LSTM: A Search Space Odyssey

(2017) Klaus Greff et al.   IEEE Transactions on Neural Networks and Learning Systems

Automated content analysis for construction safety: A natural language processing system to extract precursors and outcomes from unstructured injury reports

(2016) Antoine J.-P. Tixier et al.   AUTOMATION IN CONSTRUCTION

Natural language processing for aviation safety reports: From classification to interactive analysis

(2016) Ludovic Tanguy et al.   COMPUTERS IN INDUSTRY

Evaluation measures for hierarchical classification: a unified view and novel approaches

(2014) Aris Kosmopoulos et al.   DATA MINING AND KNOWLEDGE DISCOVERY

Maximum-Likelihood Estimation With a Contracting-Grid Search Algorithm

(2010) Jacob Y. Hesterman et al.   IEEE TRANSACTIONS ON NUCLEAR SCIENCE

A Survey on Transfer Learning

(2009) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING