A Novel Technique for Classifying Bird Damage to Rapeseed Plants Based on a Deep Learning Algorithm

by Ali Mirzazadeh, Afshin Azizi, Yousef Abbaspour-Gilandeh, José Luis Hernández-Hernández, Mario Hernández-Hernández, Iván Gallardo-Bernal
Published 2021

Deep-learning based reconstruction of the stomach from monoscopic video data

by Hackner Ralf, Raithel Martin, Lehmann Edgar, Wittenberg Thomas
Published 2020

Review of Deep Learning-Based Atrial Fibrillation Detection Studies

by Fatma Murat, Ferhat Sadak, Ozal Yildirim, Muhammed Talo, Ender Murat, Murat Karabatak, Yakup Demir, Ru-San Tan, U. Rajendra Acharya
Published 2021

Stacking Ensemble Methodology Using Deep Learning and ARIMA Models for Short-Term Load Forecasting

by Pedro M. R. Bento, Jose A. N. Pombo, Maria R. A. Calado, Silvio J. P. S. Mariano
Published 2021

Event Detection for Distributed Acoustic Sensing: Combining Knowledge-Based, Classical Machine Learning, and Deep Learning Approaches

by Mugdim Bublin
Published 2021

Presentation Attack Detection on Limited-Resource Devices Using Deep Neural Classifiers Trained on Consistent Spectrogram Fragments

by Kacper Kubicki, Paweł Kapusta, Krzysztof Ślot
Published 2021

Automatic Detection of K-Complexes Using the Cohen Class Recursiveness and Reallocation Method and Deep Neural Networks with EEG Signals

by Catalin Dumitrescu, Ilona-Madalina Costea, Angel-Ciprian Cormos, Augustin Semenescu
Published 2021

Memory-Based Pruning of Deep Neural Networks for IoT Devices Applied to Flood Detection

by Francisco Erivaldo Fernandes Junior, Luis Gustavo Nonato, Caetano Mazzoni Ranieri, Jó Ueyama
Published 2021

Sampling the Variational Posterior with Local Refinement

by Marton Havasi, Jasper Snoek, Dustin Tran, Jonathan Gordon, José Miguel Hernández-Lobato
Published 2021

Image Denoising Using Nonlocal Regularized Deep Image Prior

by Zhonghua Xie, Lingjun Liu, Zhongliang Luo, Jianfeng Huang
Published 2021

Multilabel Acoustic Event Classification Using Real-World Urban Data and Physical Redundancy of Sensors

by Ester Vidaña-Vila, Joan Navarro, Dan Stowell, Rosa Ma Alsina-Pagès
Published 2021

Detect Adversarial Attacks Against Deep Neural Networks With GPU Monitoring

by Tommaso Zoppi, Andrea Ceccarelli
Published 2021

NeuSub: A Neural Submodular Approach for Citation Recommendation

by Binh Thanh Kieu, Inigo Jauregi Unanue, Son Bao Pham, Hieu Xuan Phan, Massimo Piccardi
Published 2021

ElemNet: Deep Learning the Chemistry of Materials From Only Elemental Composition

by Dipendra Jha, Logan Ward, Arindam Paul, Wei-keng Liao, Alok Choudhary, Chris Wolverton, Ankit Agrawal
Published 2018

High-Performance VOC Quantification for IAQ Monitoring Using Advanced Sensor Systems and Deep Learning

by Yannick Robin, Johannes Amann, Tobias Baur, Payman Goodarzi, Caroline Schultealbert, Tizian Schneider, Andreas Schütze
Published 2021

Modeling Neurodegeneration in silico With Deep Learning

by Anup Tuladhar, Anup Tuladhar, Jasmine A. Moore, Jasmine A. Moore, Jasmine A. Moore, Zahinoor Ismail, Zahinoor Ismail, Zahinoor Ismail, Zahinoor Ismail, Zahinoor Ismail, Nils D. Forkert, Nils D. Forkert, Nils D. Forkert, Nils D. Forkert
Published 2021

Deep Learning of Simultaneous Intracranial and Scalp EEG for Prediction, Detection, and Lateralization of Mesial Temporal Lobe Seizures

by Zan Li, Madeline Fields, Fedor Panov, Saadi Ghatan, Bülent Yener, Lara Marcuse
Published 2021

Near-Surface Air Temperature Retrieval Using a Deep Neural Network from Satellite Observations over South Korea

by Sungwon Choi, Donghyun Jin, Noh-Hun Seong, Daeseong Jung, Suyoung Sim, Jongho Woo, Uujin Jeon, Yugyeong Byeon, Kyung-soo Han
Published 2021

Deep Neural Network-Based Storey Drift Modelling of Precast Concrete Structures Using RStudio

by Nitin Dahiya, Babita Saini, H. Chalak
Published 2021

Handling Imbalanced Datasets for Robust Deep Neural Network-Based Fault Detection in Manufacturing Systems

by Jefkine Kafunah, Muhammad Intizar Ali, John G. Breslin
Published 2021