HDLTex: Hierarchical Deep Learning for Text Classification
Kowsari, Kamran, Brown, Donald E., Heidarysafa, Mojtaba, Jafari Meimandi, Kiana, Gerber, Matthew S., Barnes, Laura E.
Published in 2017 16th IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2017)
Published in 2017 16th IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2017)
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Conference Proceeding
A Review of Deep Learning Methods Applied on Load Forecasting
Almalaq, Abdulaziz, Edwards, George
Published in 2017 16th IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2017)
Published in 2017 16th IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2017)
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Conference Proceeding
Malicious Software Classification Using Transfer Learning of ResNet-50 Deep Neural Network
Rezende, Edmar, Ruppert, Guilherme, Carvalho, Tiago, Ramos, Fabio, de Geus, Paulo
Published in 2017 16th IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2017)
Published in 2017 16th IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2017)
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Conference Proceeding
Automated Behavioral Analysis of Malware: A Case Study of WannaCry Ransomware
Qian Chen, Bridges, Robert A.
Published in 2017 16th IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2017)
Published in 2017 16th IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2017)
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Conference Proceeding
Google's Cloud Vision API is Not Robust to Noise
Hosseini, Hossein, Baicen Xiao, Poovendran, Radha
Published in 2017 16th IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2017)
Published in 2017 16th IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2017)
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Conference Proceeding
Deep Learning Based Car Damage Classification
Patil, Kalpesh, Kulkarni, Mandar, Sriraman, Anand, Karande, Shirish
Published in 2017 16th IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2017)
Published in 2017 16th IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2017)
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Conference Proceeding
Integrating Prior Knowledge into Deep Learning
Diligenti, Michelangelo, Roychowdhury, Soumali, Gori, Marco
Published in 2017 16th IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2017)
Published in 2017 16th IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2017)
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Conference Proceeding
Automatic Bitcoin Address Clustering
Ermilov, Dmitry, Panov, Maxim, Yanovich, Yury
Published in 2017 16th IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2017)
Published in 2017 16th IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2017)
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Conference Proceeding
Medicare Fraud Detection Using Machine Learning Methods
Bauder, Richard A., Khoshgoftaar, Taghi M.
Published in 2017 16th IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2017)
Published in 2017 16th IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2017)
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Conference Proceeding
Deep Multi-camera People Detection
Chavdarova, Tatjana, Fleuret, Francois
Published in 2017 16th IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2017)
Published in 2017 16th IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2017)
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Conference Proceeding
Predictive Models of Hard Drive Failures Based on Operational Data
Aussel, Nicolas, Jaulin, Samuel, Gandon, Guillaume, Petetin, Yohan, Fazli, Eriza, Chabridon, Sophie
Published in 2017 16th IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2017)
Published in 2017 16th IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2017)
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Conference Proceeding
Exposing Computer Generated Images by Eye's Region Classification via Transfer Learning of VGG19 CNN
Carvalho, Tiago, de Rezende, Edmar R. S., Alves, Matheus T. P., Balieiro, Fernanda K. C., Sovat, Ricardo B.
Published in 2017 16th IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2017)
Published in 2017 16th IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2017)
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Conference Proceeding
DeepPositioning: Intelligent Fusion of Pervasive Magnetic Field and WiFi Fingerprinting for Smartphone Indoor Localization via Deep Learning
Wei Zhang, Sengupta, Rahul, Fodero, John, Xiaolin Li
Published in 2017 16th IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2017)
Published in 2017 16th IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2017)
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Conference Proceeding
Deep Learning for Microalgae Classification
Correa, Iago, Drews, Paulo, Botelho, Silvia, de Souza, Marcio Silva, Tavano, Virginia Maria
Published in 2017 16th IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2017)
Published in 2017 16th IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2017)
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Conference Proceeding
Detection of Exfiltration and Tunneling over DNS
Das, Anirban, Min-Yi Shen, Shashanka, Madhu, Jisheng Wang
Published in 2017 16th IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2017)
Published in 2017 16th IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2017)
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Conference Proceeding
Incremental Open Set Intrusion Recognition Using Extreme Value Machine
Henrydoss, James, Cruz, Steve, Rudd, Ethan M., Gunther, Manuel, Boult, Terrance E.
Published in 2017 16th IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2017)
Published in 2017 16th IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2017)
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Conference Proceeding
Wearable Motion Sensor Based Analysis of Swing Sports
Anand, Akash, Sharma, Manish, Srivastava, Rupika, Kaligounder, Lakshmi, Prakash, Divya
Published in 2017 16th IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2017)
Published in 2017 16th IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2017)
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Conference Proceeding