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Deep Gated Recurrent and Convolutional Network Hybrid Model for Univariate Time Series Classification

18 December 2018

Papers citing "Deep Gated Recurrent and Convolutional Network Hybrid Model for Univariate Time Series Classification"

24 / 24 papers shown

Title
Evaluation of (Un-)Supervised Machine Learning Methods for GNSS Interference Classification with Real-World Data Discrepancies Lucas Heublein Nisha Lakshmana Raichur Tobias Feigl Tobias Brieger Fin Heuer Lennart Asbach A. Rügamer Felix Ott 207 8 0 31 Mar 2025
Comparative Analysis of Deep Learning Models for Real-World ISP Network Traffic Forecasting Josef Koumar Timotej Smoleň Kamil Jeřábek T. Čejka AI4TS 70 0 0 20 Mar 2025
ReLATE: Resilient Learner Selection for Multivariate Time-Series Classification Against Adversarial Attacks Cagla Ipek Kocal Onat Gungor Aaron Tartz T. Rosing Baris Aksanli AAML 96 0 0 10 Mar 2025
AttenGluco: Multimodal Transformer-Based Blood Glucose Forecasting on AI-READI Dataset Ebrahim Farahmand Reza Rahimi Azghan Nooshin Taheri Chatrudi Eric Kim Gautham Krishna Gudur Edison Thomaz Giulia Pedrielli Pavan Turaga Hassan Ghasemzadeh 167 3 0 14 Feb 2025
An End-to-End Model for Time Series Classification In the Presence of Missing Values Pengshuai Yao Mengna Liu Xu Cheng Fan Shi Huan Li Xiufeng Liu Shengyong Chen AI4TS 62 0 0 11 Aug 2024
Deep Temporal Sequence Classification and Mathematical Modeling for Cell Tracking in Dense 3D Microscopy Videos of Bacterial Biofilms T. T. Toma Yibo Wang Andreas Gahlmann Scott T. Acton 49 0 0 27 Jun 2024
Multimodal Physical Fitness Monitoring (PFM) Framework Based on TimeMAE-PFM in Wearable Scenarios Junjie Zhang Zheming Zhang Huachen Xiang Yangquan Tan Linnan Huo Fengyi Wang 64 0 0 25 Mar 2024
TemporalAugmenter: An Ensemble Recurrent Based Deep Learning Approach for Signal Classification Nelly Elsayed Constantinos L. Zekios Navid Asadizanjani Zag ElSayed 40 0 0 13 Jan 2024
CautionSuicide: A Deep Learning Based Approach for Detecting Suicidal Ideation in Real Time Chatbot Conversation Nelly Elsayed Zag ElSayed Murat Ozer 24 0 0 02 Jan 2024
Exploring Driving Behavior for Autonomous Vehicles Based on Gramian Angular Field Vision Transformer Junwei You Ying Chen Zhuoyu Jiang Zhangchi Liu Zilin Huang Yifeng Ding Bin Ran 69 2 0 21 Oct 2023
Fusing Structure from Motion and Simulation-Augmented Pose Regression from Optical Flow for Challenging Indoor Environments Felix Ott Lucas Heublein David Rügamer Bernd Bischl Christopher Mutschler 87 6 0 14 Apr 2023
Deep Learning Approach for Early Stage Lung Cancer Detection Saleh Abunajm Nelly Elsayed Zag ElSayed Murat Ozer 59 14 0 05 Feb 2023
IoT Botnet Detection Using an Economic Deep Learning Model Nelly Elsayed Zag ElSayed Magdy A. Bayoumi 90 3 0 03 Feb 2023
ezDPS: An Efficient and Zero-Knowledge Machine Learning Inference Pipeline Haodi Wang Thang Hoang 71 11 0 11 Dec 2022
Baby Physical Safety Monitoring in Smart Home Using Action Recognition System Victor A. Adewopo Nelly Elsayed Kelly Anderson 57 6 0 22 Oct 2022
Detecting COVID-19 from digitized ECG printouts using 1D convolutional neural networks Thao Nguyen Hieu H. Pham Huy Le A. Nguyen Ngo Tien Thanh Cuong D. Do 54 12 0 10 Aug 2022
Telepresence Video Quality Assessment Zhenqiang Ying Deepti Ghadiyaram A. Bovik 43 6 0 20 Jul 2022
Automated Identification of Toxic Code Reviews Using ToxiCR Jaydeb Sarker Asif Kamal Turzo Mingyou Dong Amiangshu Bosu 73 35 0 26 Feb 2022
Benchmarking Online Sequence-to-Sequence and Character-based Handwriting Recognition from IMU-Enhanced Pens Felix Ott David Rügamer Lucas Heublein Tim Hamann Jens Barth Bernd Bischl Christopher Mutschler 99 19 0 14 Feb 2022
Protecting Retail Investors from Order Book Spoofing using a GRU-based Detection Model Jean Tuccella Philip Nadler Ovidiu Serban 21 3 0 08 Oct 2021
FlexParser -- the adaptive log file parser for continuous results in a changing world N. Ruecker A. Maier 26 11 0 06 Jun 2021
Intrusion Detection System in Smart Home Network Using Bidirectional LSTM and Convolutional Neural Networks Hybrid Model Nelly Elsayed Zaghloul Saad Zaghloul S. Azumah Chengcheng Li 10 23 0 25 May 2021
Insights into LSTM Fully Convolutional Networks for Time Series Classification Fazle Karim Somshubra Majumdar H. Darabi AI4TS 81 169 0 27 Feb 2019
Reduced-Gate Convolutional LSTM Using Predictive Coding for Spatiotemporal Prediction Nelly Elsayed Anthony Maida Magdy A. Bayoumi 25 5 0 16 Oct 2018