Keyword:Deep Neural Network

Publications
Enhancing Image Classification Performance Through Deep Residual Learning Networks Amir Arslan, Xi Zhang and Ahmad Hossein EasyChair Preprint 15811
Automated Hyperparameter Tuned DNN for Predicting Uncertain Oscillations Qasim Khadim, Grzegorz Orzechowski, Emil Kurvinen, Aki Mikkola and Johannes Gerstmayr EasyChair Preprint 13492
Digital Twin Model of Underwater Construction Robot for Real-Time Grinding Simulation Je Hyeop Han, Jong-Boo Han, Sung-Soo Kim, Myoung-Ho Kim, Yong Hwan Kim, Hyeonbeen Lee, Jin-Gyun Kim and Tae-Kyeong Yeu EasyChair Preprint 13484
Advancements in Deep Learning for Disease Detection: a Comprehensive Survey on T-Fusion Net and Spatial Attention in Infectious Disease Imaging Susmita Ghosh and Abhiroop Chatterjee EasyChair Preprint 11713
A Deep Learning Based Approach for Classification of Diabetic Retinopathy Astamai Murmu, Prayag Sing and Vineeth Piyush EasyChair Preprint 11196
CASCO: a Contactless Cough Screening System based on Audio Signal Processing Xinxin Zhang, Hang Liu, Xinru Chen, Rui Qin, Yan Zhu, Wenfang Li, Menghan Hu and Jian Zhang EasyChair Preprint 10651
Cloud-Based Diabetic Prediction Framework: Deep Learning Approach Monther Tarawneh, Fiasal Alzyoud, Yousef Alsharrab and Khalaf Khatatneh EasyChair Preprint 9433
A Knowledge-Driven Enhanced Module for Visible-Infrared Person Re-Identification Shihao Shan, Enyuan Xiong, Xiang Yuan and Song Wu EasyChair Preprint 8469
Comparative Analysis of Machine Learning and Numerical Modeling for Combined Heat Transfer in Polymethylmethacrylate Mahsa Dehghan Manshadi, Nima Alafchi, Alireza Taat, Milad Mousavi and Amir Mosavi EasyChair Preprint 7786
Occluded Facial Recognition for Surviellance Using Deep Learning Hameed Moqbel and Murali Parameswaran EasyChair Preprint 7585
A Review of Existing Disease Detection Techniques in Infected Plant Leaves Pavan Sharma, Rakesh Kumar Yadav and Soumi Ghosh EasyChair Preprint 7299
Non-Technical Losses Detection in Distribution Grids Using LSTM Networks Soodanbek Kasymaliev, Victoria Erofeeva and David Pozo EasyChair Preprint 6884
FCM-DNN: Diagnosing Coronary Artery Disease by Deep Accuracy Fuzzy C-Means Clustering Model Javad Hassannataj Joloudari, Hamid Saadatfar, Mohammad Ghasemigol, Roohallah Alizadehsani, Zahra Alizadeh Sani, Fereshteh Hasanzadeh, Edris Hassannataj, Danial Sharifrazi and Zulkefli Mansor EasyChair Preprint 6771
Blockchain Enabled Machine Learning Approach to Enhance Intelligent Transportation System Ratneshwar Kumar Singh EasyChair Preprint 6446
DNN-GFE: A Deep Neural Network Model Combined with Global Feature Extractor for COVID-19 Diagnosis Based on CT Scan Images Javad Hassannataj Joloudari, Faezeh Azizi, Issa Nodehi, Mohammad Ali Nematollahi, Fatemeh Kamrannejhad, Amir Mosavi, Edris Hassannatajjeloudari and Roohallah Alizadehsani EasyChair Preprint 6330
Elastic Deep Learning using Knowledge Distillation with Heterogeneous Computing Resources Daxiang Dong, Ji Liu, Xi Wang, Weibao Gong, An Qin, Xingjian Li, Dianhai Yu, Patrick Valduriez and Dejing Dou EasyChair Preprint 6252
A Deep Neural Network Based on Stacked Auto-Encoder and Dataset Stratification in Indoor Location Jing Zhang and Ying Su EasyChair Preprint 5645
Deep Koopman Data-Driven Optimal Control Framework for Autonomous Racing Rongyao Wang, Yiqiang Han and Umesh Vaidya EasyChair Preprint 5622
Speech Emotion Recognition: Sentiment Analysis on Speaker Specific Speech Data Aditya Kulgod, Shubham Shinde and Chinmay Phadke EasyChair Preprint 5592
Classification of Medical Transcriptions with Explanations Abdul Razak Zakieh and Adil Alpkocak EasyChair Preprint 5361
Enhancing Deep Learning Capabilities with Genetic Algorithm for Detecting Software Defects Kajal Tameswar, Geerish Suddul and Kumar Dookhitram EasyChair Preprint 3760
Self-explaining AI as an alternative to interpretable AI Daniel Elton EasyChair Preprint 3336
Exploratory Performance Testing Using Reinforcement Learning Tanwir Ahmad, Adnan Ashraf, Dragos Truscan and Ivan Porres EasyChair Preprint 2746
Detecting Toxic Content Online and the Effect of Training Data on Classification Performance Zhixue Zhao, Ziqi Zhang and Frank Hopfgartner EasyChair Preprint 872
Uncertainty-based Deep Learning Networks for Limited Data Wetland User Models Andrew Hoblitzell EasyChair Preprint 675
The Hierarchical Learning Algorithm for Deep Neural Netwprks Stanisław Płaczek and Aleksander Płaczek EasyChair Preprint 451
The NU Non-Parallel Voice Conversion System for the Voice Conversion Challenge 2018 Yichiao Wu, Patrick Lumban Tobing, Tomoki Hayashi, Kazuhiro Kobayashi and Tomoki Toda EasyChair Preprint 65