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Papers matching “convolutional LSTM” 25

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Hierarchical Prediction of Registration Misalignment Using a Convolutional LSTM: Application to Chest CT Scans
2021 IEEE Access article Computer Science Medical Image Segmentation Techniques Open access

Hessam Sokooti, Sahar Yousefi, Mohamed S. Elmahdy, Boudewijn P. F. Lelieveldt, Marius Staring

21

citations
Recurrent and convolutional neural networks in structural dynamics: a modified attention steered encoder–decoder architecture versus LSTM versus GRU versus TCN topologies to predict the response of shock wave-loaded plates
2023 Computational Mechanics article Physics and Astronomy Model Reduction and Neural Networks Open access

Saurabh Balkrishna Tandale, Marcus Stoffel

31

citations
RETRACTED: A bearing fault diagnosis method based on LSTM-GAN and convolutional neural network under small sample variable working conditions
2024 Journal of Intelligent & Fuzzy Systems article Engineering Machine Fault Diagnosis Techniques

Mansong Rong, Yuan Wei, Zhijun Xiao, Hongchong Peng, Kai‐Uwe Schröder

2

citations
A Robust CSI- Based Passive Perception Method Using CNN and Attention-Based Bi-Directional LSTM
2022 Globecom conference-paper Engineering Indoor and Outdoor Localization Technologies

Zhengran He, Guozhen Xu, Siyuan Xu, Yu Wang, Guan Gui, Haris Gacanin, +1 more

12

citations
Four-class EEG Classification for Seizure Prediction and Detection Using a Lightweight CNN-LSTM
2024 IEEE Biomedical Circuits and Systems Conference (BioCAS) conference-paper Neuroscience EEG and Brain-Computer Interfaces

Heng Zhang, Dan Wang, Jinlun Ji, Xiaohan Xue, Congyi Sun, Xinyu Wang, +3 more

6

citations
Dynamics Modeling of Industrial Robots Using Transformer Networks
2022 IEEE International Conference on Robotic Computing (IRC) conference-paper Engineering Robotic Mechanisms and Dynamics

Minh Trinh, Mohamed Behery, Mahmoud Emara, Gerhard Lakemeyer, Simon Storms, Christian Brecher

5

citations
Ground water quality assessment and forecasting using attention-based mechanisms
2025 Environmental Sciences Europe article Environmental Science Hydrological Forecasting Using AI Open access

S. Sundhar, S. Shashannk, D. Nandhini, S. Amutha

3

citations
Deep learning approaches for force feedback based void defect detection in friction stir welding
2021 Journal of Advanced Joining Processes article Engineering Advanced Welding Techniques Analysis Open access

Pascal Rabe, Alexander Schiebahn, Uwe Reisgen

41

citations
Multi-label Classification of Cardiac Abnormalities for Multi-lead ECG Recordings Based on Auto-encoder Features and a Neural Network Classifier
2021 Computing in cardiology conference-paper Medicine ECG Monitoring and Analysis

Onno Linschmann, Maurice Rohr, Christoph Hoog Antink

6

citations
A gap-filling method for room temperature data based on autoencoder neural networks
2021 Building Simulation Conference proceedings conference-paper Engineering Building Energy and Comfort Optimization Open access

Romana Markovic, Jérôme Frisch, Andreas Wagner, Francesco Causone, Christoph van Treeck

5

citations
Hybrid Deep Learning‐Based Networks for Deterministic and Probabilistic Wind Nowcasting Within a Wake Vortex Warning System for Vertiport Operations
2026 Meteorological Applications article Earth and Planetary Sciences Meteorological Phenomena and Simulations Open access

Sooseok Lee, Frank N. Holzäpfel, Anton Stephan, Dieter Moormann

0

citations
Towards Operational AI-based Flood Forecasting using Deep Data Assimilation of Multi-source Earth Observations
2026 conference-abstract Environmental Science Flood Risk Assessment and Management Open access

Ramesh Visweshwaran, Antara Dasgupta

0

citations
Data-driven fault detection and isolation in DC microgrids without prior fault data: A transfer learning approach
2023 Applied Energy article Engineering Power Systems Fault Detection

Ting Wang, Chunyan Zhang, Zhiguo Hao, Antonello Monti, Ferdinanda Ponci

60

citations
HVAC control in buildings using neural network
2022 Journal of Building Engineering article Engineering Building Energy and Comfort Optimization

Ayoub Abida, Pascal Richter

47

citations
Intelligent analysis of subbase strain based on a long-term comprehensive monitoring
2022 Transportation Geotechnics article Engineering Infrastructure Maintenance and Monitoring cited by 1 patent

Yue Hou, Shibo Zhao, Zhongjun Xue, Shuo Liu, Dawei Wang, Pengfei Liu, +2 more

11

citations
Pavement performance spatio-temporal prediction based on multi-stage deep learning approach
2025 Road Materials and Pavement Design article Engineering Infrastructure Maintenance and Monitoring

Junzhe Wang, Jinchao Guan, Hossein Nowamooz, Can Jin, Xu Yang, Pengfei Liu

1

citations
A Comprehensive Study of Residual CNNS for Acoustic Modeling in ASR
2020 IEEE International Conference on Acoustics Speech and Signal Processing conference-paper Computer Science Speech Recognition and Synthesis

Vitalii Bozheniuk, Albert Zeyer, Ralf Schlüter, Hermann Ney

3

citations
A Comparison of Three Neural Network Approaches for Estimating Joint Angles and Moments from Inertial Measurement Units
2021 Sensors article Engineering Gait Recognition and Analysis Open access cited by 1 patent

Marion Mundt, Wolfgang Potthast, Bernd A. Markert, Ajmal Saeed Mian, Jacqueline A. Alderson

102

citations
Influence of Number of Subjects and Number of Trials on Biomechanical Variable Estimation via Deep-Learning Models and Wearable IMUs During Drop Landings
2025 IEEE Sensors Journal article Computer Science Context-Aware Activity Recognition Systems

Tao Sun, Tian Tan, Dongxuan Li, Bernd A. Markert, Peter Bradley Shull, Franz Bamer

3

citations
Federated two-stage machine learning model for ultrasonic guided wave structural health monitoring of composite structures
2025 conference-paper Engineering Ultrasonics and Acoustic Wave Propagation

Lukas Jilke, Emy Arts, Florian Raddatz, Norbert Hosters, Marek Behr, Gerko Wende

0

citations
Battery Thermal Runaway Fault Prognosis in Electric Vehicles Based on Abnormal Heat Generation and Deep Learning Algorithms
2022 IEEE Transactions on Power Electronics article Engineering Advanced Battery Technologies Research cited by 2 patents

Da Li, Peng Liu, Zhaosheng Zhang, Lei Zhang, Junjun Deng, Zhenpo Wang, +3 more

220

citations
A Robust CSI-Based Wi-Fi Passive Sensing Method Using Attention Mechanism Deep Learning
2023 IEEE Internet of Things Journal article Engineering Indoor and Outdoor Localization Technologies

Zhengran He, Xixi Zhang, Yu Wang, Yun Lin, Guan Gui, Haris Gacanin

66

citations
Vibration-Based Non-Contact Activity Classification for Home Cage Monitoring Using a Tuned-Beam IMU Sensing Device
2025 Sensors article Computer Science Context-Aware Activity Recognition Systems Open access

Pieter Try, Rene Hany Tolba, Marion Gebhard

1

citations
Daily Load Forecasting Using Explainable AI-Driven Method With Integrated Error Correlation
2025 IEEE Access article Engineering Energy Load and Power Forecasting Open access

Ei Thu Thu Tun, Kamal Chapagain, Pyae Pyae Phyo, Yung-Cheol Byun, Vannak Seng, Panharith Chhom, +1 more

2

citations
Spatiotemporal prediction of maritime traffic based on hybrid SATM-ConvLSTM model in inland rivers
2026 Ocean & Coastal Management article Engineering Maritime Navigation and Safety Open access

Tianming Wei, Jingxian Liu, Zhengyuan Liu, Lan Song

0

citations

25 results