Deep learning and network analysis: Classifying and visualizing accident narratives in construction

References

Page 1

	Year	Citations
Scikit-learn: Machine Learning in Python Fabián Pedregosa, Gaël Varoquaux, Alexandre Gramfort, arXiv (Cornell University)	2012	63.3K
Practical selection of SVM parameters and noise estimation for SVM regression Vladimir Cherkassky, Yunqian Ma Neural Networks Data ClassificationSupport Vector MachineEngineeringPractical SelectionSvm Parameters	2003	2K
Latent Dirichlet allocation (LDA) and topic modeling: models, applications, a survey Hamed Jelodar, Yongli Wang, Chi Yuan, Multimedia Tools and Applications Natural Language ProcessingDocument ClusteringComputational Social ScienceLatent ModelingLatent Dirichlet Allocation	2018	1.7K
Scatter Search and Local NLP Solvers: A Multistart Framework for Global Optimization Zsolt Ugray, Leon S. Lasdon, John Plummer, INFORMS journal on computing Artificial IntelligenceMathematical ProgrammingNumerical AnalysisLarge-scale Global OptimizationEngineering	2007	702
Deep Learning for Extreme Multi-label Text Classification Jingzhou Liu, Wei-Cheng Chang, Yuexin Wu, Convolutional Neural NetworkMultiple Instance LearningEngineeringMachine LearningText Mining	2017	648
A visual analytics agenda J. Joshua Thomas, K.A. Cook IEEE Computer Graphics and Applications Interactive VisualizationCognitive ScienceNational VisualizationNew TechnologiesData Science	2006	554
Show Me: Automatic Presentation for Visual Analysis Jock D. Mackinlay, Pat Hanrahan, Chris Stolte IEEE Transactions on Visualization and Computer Graphics Show MeInteractive VisualizationEngineeringVisual Programming LanguageData Science	2007	493
Eigenvector-centrality — a node-centrality? Britta Ruhnau Social Networks Community StructureCollaborative NetworkNetwork ScienceGraph TheoryEngineering	2000	477
THE EVOLUTION OF F1 POSTZYGOTIC INCOMPATIBILITIES IN BIRDS Trevor D. Price, MICHELLE M. BOUVIER Evolution Breeding BehaviorFitnessGeneticsF1 Hybrid ViabilitySexual Selection	2002	448
THE EVOLUTION OF F<sub>1</sub>POSTZYGOTIC INCOMPATIBILITIES IN BIRDS Trevor D. Price, MICHELLE M. BOUVIER Evolution	2002	377

Page 1