1D Convolutional Neural Networks and Applications: A Survey

9 May 2019

Papers citing "1D Convolutional Neural Networks and Applications: A Survey"

50 / 135 papers shown

Title
TinyML for Speech Recognition Andrew Barovic Armin Moin 27 0 0 22 Apr 2025
Progressive Rock Music Classification Arpan Nagar Joseph Bensabat Jokent Gaza Moinak Dey 24 0 0 15 Apr 2025
Exploring Various Sequential Learning Methods for Deformation History Modeling Muhammed Adil Yatkin Mihkel Korgesaar Jani Romanoff Umit Islak Hasan Kurban AI4TS 26 0 0 04 Apr 2025
HybridoNet-Adapt: A Domain-Adapted Framework for Accurate Lithium-Ion Battery RUL Prediction Khoa Tran Bao Huynh T. Le Lam Pham Vy-Rin Nguyen Hung-Cuong Trinh Duong Tran Anh 36 0 0 27 Mar 2025
Adaptive Machine Learning for Resource-Constrained Environments Sebastián A. Cajas Ordóñez Jaydeep Samanta Andrés L. Suárez-Cetrulo Ricardo Simón Carbajo 36 0 0 24 Mar 2025
Informer in Algorithmic Investment Strategies on High Frequency Bitcoin Data Filip Stefaniuk Robert Ślepaczuk AIFin 43 0 0 23 Mar 2025
Persistent Homology-induced Graph Ensembles for Time Series Regressions Viet The Nguyen Duy Anh Pham An Thai Le Jans Peter Gunther Gust AI4TS 63 0 0 18 Mar 2025
Classification of power quality events in the transmission grid: comparative evaluation of different machine learning models Umut Güvengir Dilek Küçük Serkan Buhan Cuma Ali Mantaş Murathan Yeniceli 53 0 0 17 Mar 2025
Enhancing Network Security: A Hybrid Approach for Detection and Mitigation of Distributed Denial-of-Service Attacks Using Machine Learning Nizo Jaman Shohan Gazi Tanbhir Faria Elahi Ahsan Ullah Md. Nazmus Sakib AAML 53 1 0 07 Mar 2025
CRUPL: A Semi-Supervised Cyber Attack Detection with Consistency Regularization and Uncertainty-aware Pseudo-Labeling in Smart Grid Smruti P. Dash Kedar V. Khandeparkar Nipun Agrawal AAML 27 0 0 01 Mar 2025
AnxietyFaceTrack: A Smartphone-Based Non-Intrusive Approach for Detecting Social Anxiety Using Facial Features N. K. Sahu Snehil Gupta Haroon R. Lone 31 0 0 22 Feb 2025
LOB-Bench: Benchmarking Generative AI for Finance - an Application to Limit Order Book Data Peer Nagy Sascha Frey Kang Li Bidipta Sarkar Svitlana Vyetrenko Stefan Zohren Ani Calinescu Jakob Foerster 89 1 0 13 Feb 2025
SigWavNet: Learning Multiresolution Signal Wavelet Network for Speech Emotion Recognition Alaa Nfissi W. Bouachir Nizar Bouguila Brian Mishara 74 0 0 01 Feb 2025
A Machine Learning Approach to Automatic Fall Detection of Soldiers Leandro Soares Rodrigo Parracho Gustavo Venturini José Gomes Jonathan Efigenio Pablo Rangel Pedro Gonzalez J. Santos Diego Brandão 54 0 0 26 Jan 2025
Machine Learning Analysis of Anomalous Diffusion Wenjie Cai Yi Hu X. Qu Hui Zhao Gongyi Wang Jing Li Zihan Huang 72 1 0 02 Dec 2024
Raw Audio Classification with Cosine Convolutional Neural Network (CosCovNN) Kazi Nazmul Haque R. Rana Tasnim Jarin Bjorn W. Schuller Jr 67 0 0 30 Nov 2024
Wearable intelligent throat enables natural speech in stroke patients with dysarthria Chenyu Tang Shuo Gao Cong Li Wentian Yi Yuxuan Jin ... P. Smielewski Yu Pan Wenhui Song Martin Birchall Luigi G. Occhipint 83 1 0 27 Nov 2024
MambaTrack: Exploiting Dual-Enhancement for Night UAV Tracking Chunhui Zhang Li Liu Hao-Kai Wen Xi Zhou Yufei Wang Mamba 108 2 0 24 Nov 2024
Human Arm Pose Estimation with a Shoulder-worn Force-Myography Device for Human-Robot Interaction Rotem Atari Eran Bamani A. Sintov 30 0 0 12 Nov 2024
STIED: A deep learning model for the SpatioTemporal detection of focal Interictal Epileptiform Discharges with MEG Raquel Fernández-Martín Alfonso Gijón Odile Feys Elodie Juvené Alec Aeby Charline Urbain Xavier De Tiège Vincent Wens 34 0 0 30 Oct 2024
Stress Assessment with Convolutional Neural Network Using PPG Signals Yasin Hasanpoor Bahram Tarvirdizadeh Khalil Alipour Mohammad Ghamari 15 6 0 16 Oct 2024
Data-Driven Cellular Network Selector for Vehicle Teleoperations Barak Gahtan R. Cohen A. Bronstein Eli Shapira 13 0 0 15 Oct 2024
LLM-Mixer: Multiscale Mixing in LLMs for Time Series Forecasting Md. Kowsher Md. Shohanur Islam Sobuj Nusrat Jahan Prottasha E. Alejandro Alanis O. Garibay Niloofar Yousefi AI4TS 37 0 0 15 Oct 2024
GLA-DA: Global-Local Alignment Domain Adaptation for Multivariate Time Series Gang Tu Dan Li Bingxin Lin Zibin Zheng See-Kiong Ng AI4TS 27 1 0 09 Oct 2024
A Hybrid Graph Neural Network for Enhanced EEG-Based Depression Detection Yiye Wang Wenming Zheng Yang Li Hao Yang 41 0 0 08 Oct 2024
Parameter Estimation of Long Memory Stochastic Processes with Deep Neural Networks Bálint Csanády Lóránt Nagy Dániel Boros Iván Ivkovic Dávid Kovács Dalma Tóth-Lakits László Márkus András Lukács AI4TS BDL 24 0 0 03 Oct 2024
Probabilistic Classification of Near-Surface Shallow-Water Sediments using A Portable Free-Fall Penetrometer Md Rejwanur Rahman Adrian Rodriguez-Marek Nina Stark Grace Massey Carl Friedrichs Kelly M. Dorgan 22 0 0 30 Sep 2024
A Feature Engineering Approach for Literary and Colloquial Tamil Speech Classification using 1D-CNN M. Nanmalar S. J. Joysingh P. Vijayalakshmi T. Nagarajan 19 0 0 22 Sep 2024
Searching for Effective Preprocessing Method and CNN-based Architecture with Efficient Channel Attention on Speech Emotion Recognition Byunggun Kim Younghun Kwon 38 0 0 06 Sep 2024
Quartered Chirp Spectral Envelope for Whispered vs Normal Speech Classification S. J. Joysingh P. Vijayalakshmi T. Nagarajan 13 0 0 27 Aug 2024
Graph Neural Networks for Virtual Sensing in Complex Systems: Addressing Heterogeneous Temporal Dynamics Mengjie Zhao C. Taal Stephan Baggerohr Olga Fink AI4CE 33 2 0 26 Jul 2024
TelescopeML -- I. An End-to-End Python Package for Interpreting Telescope Datasets through Training Machine Learning Models, Generating Statistical Reports, and Visualizing Results Ehsan E. Gharib-Nezhad N. Batalha Hamed Valizadegan Miguel J. S. Martinho M. Habibi Gopal Nookula 22 1 0 24 Jul 2024
Deep Learning Assisted Inertial Dead Reckoning and Fusion Dror Hurwitz Nadav Cohen Itzik Klein 27 1 0 23 Jul 2024
Sensor-Aware Classifiers for Energy-Efficient Time Series Applications on IoT Devices Dina Hussein Lubah Nelson Ganapati Bhat 23 2 0 11 Jul 2024
Using deep neural networks to detect non-analytically defined expert event labels in canoe sprint force sensor signals Sarah Rockstrok P. Frenzel Daniel Matthes Kay Schubert David Wollburg Mirco Fuchs 63 0 0 11 Jul 2024
Deep learning architectures for data-driven damage detection in nonlinear dynamic systems Harrish Joseph G. Quaranta Biagio Carboni W. Lacarbonara AI4CE 16 0 0 04 Jul 2024
Capturing Temporal Components for Time Series Classification Venkata Ragavendra Vavilthota Ranjith Ramanathan Sathyanarayanan N. Aakur 28 0 0 20 Jun 2024
2DP-2MRC: 2-Dimensional Pointer-based Machine Reading Comprehension Method for Multimodal Moment Retrieval Jiajun He T. Toda 29 0 0 10 Jun 2024
1-D CNN-Based Online Signature Verification with Federated Learning Lingfeng Zhang Yuheng Guo Yepeng Ding Hiroyuki Sato FedML 18 1 0 06 Jun 2024
Gamified AI Approch for Early Detection of Dementia Paramita Kundu Maji Soubhik Acharya Priti Paul Sanjay Chakraborty Saikat Basu CVBM 24 0 0 26 May 2024
Physics-informed Convolutional Neural Network for Microgrid Economic Dispatch Xiaoyu Ge Javad Khazaei 16 1 0 29 Apr 2024
Learning Surface Terrain Classifications from Ground Penetrating Radar Anja Sheppard Jason Brown Nilton Renno Katherine A. Skinner 34 2 0 13 Apr 2024
Global Contrastive Training for Multimodal Electronic Health Records with Language Supervision Yingbo Ma Suraj Kolla Zhenhong Hu Dhruv Kaliraman Victoria Nolan ... Jeremy A. Balch Tyler J. Loftus Parisa Rashidi A. Bihorac B. Shickel AI4TS 33 1 0 10 Apr 2024
Detection of Problem Gambling with Less Features Using Machine Learning Methods Yang Jiao Gloria Wong-Padoongpatt Mei Yang 16 0 0 23 Mar 2024
Storm Surge Modeling in the AI ERA: Using LSTM-based Machine Learning for Enhancing Forecasting Accuracy S. Giaremis Noujoud Nader Clint Dawson Hartmut Kaiser Carola Kaiser Efstratios Nikidis 19 11 0 07 Mar 2024
Temporal Cross-Attention for Dynamic Embedding and Tokenization of Multimodal Electronic Health Records Yingbo Ma Suraj Kolla Dhruv Kaliraman Victoria Nolan Zhenhong Hu ... T. Ozrazgat-Baslanti Tyler J. Loftus Parisa Rashidi A. Bihorac B. Shickel AI4TS 32 1 0 06 Mar 2024
Large Language Models(LLMs) on Tabular Data: Prediction, Generation, and Understanding -- A Survey Xi Fang Weijie Xu Fiona Anting Tan Jiani Zhang Ziqing Hu Yanjun Qi Scott Nickleach Diego Socolinsky Srinivasan H. Sengamedu Christos Faloutsos LMTD ALM 50 66 0 27 Feb 2024
RLEEGNet: Integrating Brain-Computer Interfaces with Adaptive AI for Intuitive Responsiveness and High-Accuracy Motor Imagery Classification Sriram V.C. Nallani Gautham Ramachandran 22 1 0 09 Feb 2024
A Universal Knowledge Model and Cognitive Architecture for Prototyping AGI Artem A. Sukhobokov Evgeny Belousov Danila Gromozdov Anna S. Zenger Ilya Popov AI4CE 49 4 0 11 Jan 2024
Estimating the Lateral Motion States of an Underwater Robot by Propeller Wake Sensing Using an Artificial Lateral Line Jun Wang Dexin Zhao Youxi Zhao Feitian Zhang Tongsheng Shen 6 1 0 06 Jan 2024