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@article{DBLP:journals/csysl/UzunIY23,
author = {M. Yusuf Uzun and
Emirhan Inanc and
Yildiray Yildiz},
title = {Enhancing Human Operator Performance With Long Short-Term Memory Networks
in Adaptively Controlled Systems},
journal = {{IEEE} Control. Syst. Lett.},
volume = {7},
pages = {3507--3512},
year = {2023},
url = {https://doi.org/10.1109/LCSYS.2023.3334549},
doi = {10.1109/LCSYS.2023.3334549},
timestamp = {Sun, 31 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csysl/UzunIY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijsose/KumarR23,
author = {B. Suresh Kumar and
S. Viswanadha Raju},
title = {An efficient human action recognition framework based on hybrid features
and enhanced long short term memory},
journal = {Int. J. Syst. Syst. Eng.},
volume = {13},
number = {3},
pages = {248--270},
year = {2023},
url = {https://doi.org/10.1504/ijsse.2023.133016},
doi = {10.1504/IJSSE.2023.133016},
timestamp = {Tue, 02 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijsose/KumarR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijsose/RajuK23,
author = {S. Viswanadha Raju and
B. Suresh Kumar},
title = {An efficient human action recognition framework based on hybrid features
and enhanced long short term memory},
journal = {Int. J. Syst. Syst. Eng.},
volume = {13},
number = {3},
year = {2023},
url = {https://doi.org/10.1504/ijsse.2023.10054704},
doi = {10.1504/IJSSE.2023.10054704},
timestamp = {Tue, 02 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijsose/RajuK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jaihc/XuWJW23,
author = {Qifa Xu and
Dongdong Wu and
Cuixia Jiang and
Xiangxiang Wang},
title = {A composite quantile regression long short-term memory network with
group lasso for wind turbine anomaly detection},
journal = {J. Ambient Intell. Humaniz. Comput.},
volume = {14},
number = {3},
pages = {2261--2274},
year = {2023},
url = {https://doi.org/10.1007/s12652-022-04484-7},
doi = {10.1007/S12652-022-04484-7},
timestamp = {Sat, 11 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jaihc/XuWJW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eucc/UzunIHY23,
author = {M. Yusuf Uzun and
Emirhan Inanc and
Abdullah Habboush and
Yildiray Yildiz},
title = {Human-in-the-Loop Performance Evaluation of an Adaptive Control Framework
with Long Short-Term Memory Augmentation},
booktitle = {European Control Conference, {ECC} 2023, Bucharest, Romania, June
13-16, 2023},
pages = {1--6},
publisher = {{IEEE}},
year = {2023},
url = {https://ieeexplore.ieee.org/document/10178168},
timestamp = {Tue, 25 Jul 2023 13:04:39 +0200},
biburl = {https://dblp.org/rec/conf/eucc/UzunIHY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iri/ThakurRBHCS23,
author = {Dipanwita Thakur and
Sandip Roy and
Suparna Biswas and
Edmond S. L. Ho and
Samiran Chattopadhyay and
Sachin Shetty},
title = {A Novel Smartphone-Based Human Activity Recognition Approach using
Convolutional Autoencoder Long Short-Term Memory Network},
booktitle = {24th {IEEE} International Conference on Information Reuse and Integration
for Data Science, {IRI} 2023, Bellevue, WA, USA, August 4-6, 2023},
pages = {146--153},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/IRI58017.2023.00032},
doi = {10.1109/IRI58017.2023.00032},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iri/ThakurRBHCS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/ThakurBHC22,
author = {Dipanwita Thakur and
Suparna Biswas and
Edmond S. L. Ho and
Samiran Chattopadhyay},
title = {ConvAE-LSTM: Convolutional Autoencoder Long Short-Term Memory Network
for Smartphone-Based Human Activity Recognition},
journal = {{IEEE} Access},
volume = {10},
pages = {4137--4156},
year = {2022},
url = {https://doi.org/10.1109/ACCESS.2022.3140373},
doi = {10.1109/ACCESS.2022.3140373},
timestamp = {Tue, 08 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/ThakurBHC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bspc/KuncanKYK22,
author = {Fatma Kuncan and
Yilmaz Kaya and
Z{\"{u}}leyha Yiner and
Mahmut Kaya},
title = {A new approach for physical human activity recognition from sensor
signals based on motif patterns and long-short term memory},
journal = {Biomed. Signal Process. Control.},
volume = {78},
pages = {103963},
year = {2022},
url = {https://doi.org/10.1016/j.bspc.2022.103963},
doi = {10.1016/J.BSPC.2022.103963},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bspc/KuncanKYK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cj/LarkinH22,
author = {Andrew Larkin and
Perry Hystad},
title = {Integrating Geospatial Data and Social Media in Bidirectional Long-Short
Term Memory Models to Capture Human Nature Interactions},
journal = {Comput. J.},
volume = {65},
number = {3},
pages = {667--678},
year = {2022},
url = {https://doi.org/10.1093/comjnl/bxaa094},
doi = {10.1093/COMJNL/BXAA094},
timestamp = {Tue, 05 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cj/LarkinH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/concurrency/KaruppannanER22,
author = {Kiruba Karuppannan and
Shiloah Elizabeth Darmanayagam and
Cyril Sunil Retmin Raj},
title = {Human action recognition using fusion-based discriminative features
and long short term memory classification},
journal = {Concurr. Comput. Pract. Exp.},
volume = {34},
number = {25},
year = {2022},
url = {https://doi.org/10.1002/cpe.7250},
doi = {10.1002/CPE.7250},
timestamp = {Wed, 02 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/concurrency/KaruppannanER22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/TanLLC22,
author = {Kok Seang Tan and
Kian{-}Ming Lim and
Chin{-}Poo Lee and
Kwek Lee Chung},
title = {Bidirectional Long Short-Term Memory with Temporal Dense Sampling
for human action recognition},
journal = {Expert Syst. Appl.},
volume = {210},
pages = {118484},
year = {2022},
url = {https://doi.org/10.1016/j.eswa.2022.118484},
doi = {10.1016/J.ESWA.2022.118484},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/TanLLC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/LiCL22,
author = {Nanjun Li and
Faliang Chang and
Chunsheng Liu},
title = {Human-related anomalous event detection via spatial-temporal graph
convolutional autoencoder with embedded long short-term memory network},
journal = {Neurocomputing},
volume = {490},
pages = {482--494},
year = {2022},
url = {https://doi.org/10.1016/j.neucom.2021.12.023},
doi = {10.1016/J.NEUCOM.2021.12.023},
timestamp = {Sat, 25 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/LiCL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijpe/JindalSK22,
author = {Sonika Jindal and
Monika Sachdeva and
Alok Kumar Singh Kushwaha},
title = {Human Activity Recognition using Ensemble Convolutional Neural Networks
and Long Short-Term Memory},
journal = {Int. J. Perform. Eng.},
volume = {18},
number = {9},
pages = {660},
year = {2022},
url = {https://doi.org/10.23940/ijpe.22.09.p7.660667},
doi = {10.23940/IJPE.22.09.P7.660667},
timestamp = {Tue, 11 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijpe/JindalSK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijssci/ThakurSGJJPNR22,
author = {Narina Thakur and
Sunil K. Singh and
Akash Gupta and
Kunal Jain and
Rachna Jain and
Dragan Perakovic and
Nadia Nedjah and
Marjan Kuchaki Rafsanjani},
title = {A Novel CNN, Bidirectional Long-Short Term Memory, and Gated Recurrent
Unit-Based Hybrid Approach for Human Activity Recognition},
journal = {Int. J. Softw. Sci. Comput. Intell.},
volume = {14},
number = {1},
pages = {1--19},
year = {2022},
url = {https://doi.org/10.4018/ijssci.311445},
doi = {10.4018/IJSSCI.311445},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijssci/ThakurSGJJPNR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/WangLLMHSA22,
author = {Shuai Wang and
Xinyu Liu and
Shuai Liu and
Khan Muhammad and
Ali Asghar Heidari and
Javier Del Ser and
Victor Hugo C. de Albuquerque},
title = {Human Short Long-Term Cognitive Memory Mechanism for Visual Monitoring
in IoT-Assisted Smart Cities},
journal = {{IEEE} Internet Things J.},
volume = {9},
number = {10},
pages = {7128--7139},
year = {2022},
url = {https://doi.org/10.1109/JIOT.2021.3077600},
doi = {10.1109/JIOT.2021.3077600},
timestamp = {Wed, 17 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iotj/WangLLMHSA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jaihc/FraiwanFAH22,
author = {Mohammad Fraiwan and
Luay Fraiwan and
Mohanad Alkhodari and
Omnia Hassanin},
title = {Recognition of pulmonary diseases from lung sounds using convolutional
neural networks and long short-term memory},
journal = {J. Ambient Intell. Humaniz. Comput.},
volume = {13},
number = {10},
pages = {4759--4771},
year = {2022},
url = {https://doi.org/10.1007/s12652-021-03184-y},
doi = {10.1007/S12652-021-03184-Y},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jaihc/FraiwanFAH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/ChenCLYLZTL22,
author = {Kai{-}Yu Chen and
Li{-}Wei Chou and
Hui{-}Min Lee and
Shuenn{-}Tsong Young and
Cheng{-}Hung Lin and
Yi{-}Shu Zhou and
Shih{-}Tsang Tang and
Ying{-}Hui Lai},
title = {Human Motion Tracking Using 3D Image Features with a Long Short-Term
Memory Mechanism Model - An Example of Forward Reaching},
journal = {Sensors},
volume = {22},
number = {1},
pages = {292},
year = {2022},
url = {https://doi.org/10.3390/s22010292},
doi = {10.3390/S22010292},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sensors/ChenCLYLZTL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/BianSD22,
author = {Qingyao Bian and
Duncan E. T. Shepherd and
Ziyun Ding},
title = {A Hybrid Method Integrating {A} Musculoskeletal Model with Long Short-Term
Memory {(LSTM)} for Human Motion Prediction},
booktitle = {44th Annual International Conference of the {IEEE} Engineering in
Medicine {\&} Biology Society, {EMBC} 2022, Glasgow, Scotland,
United Kingdom, July 11-15, 2022},
pages = {4230--4236},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/EMBC48229.2022.9871959},
doi = {10.1109/EMBC48229.2022.9871959},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/embc/BianSD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icira/MaLLM22,
author = {Yanan Ma and
Quan Liu and
Haojie Liu and
Wei Meng},
editor = {Honghai Liu and
Zhouping Yin and
Lianqing Liu and
Li Jiang and
Guoying Gu and
Xinyu Wu and
Weihong Ren},
title = {sEMG-Based Estimation of Human Arm Endpoint Stiffness Using Long Short-Term
Memory Neural Networks and Autoencoders},
booktitle = {Intelligent Robotics and Applications - 15th International Conference,
{ICIRA} 2022, Harbin, China, August 1-3, 2022, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13456},
pages = {699--710},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-13822-5\_63},
doi = {10.1007/978-3-031-13822-5\_63},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icira/MaLLM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jaihc/IshaqUMMSMC21,
author = {Abid Ishaq and
Muhammad Umer and
Muhammad Faheem Mushtaq and
Carlo Maria Medaglia and
Hafeez Ur Rehman Siddiqui and
Arif Mehmood and
Gyu Sang Choi},
title = {Extensive hotel reviews classification using long short term memory},
journal = {J. Ambient Intell. Humaniz. Comput.},
volume = {12},
number = {10},
pages = {9375--9385},
year = {2021},
url = {https://doi.org/10.1007/s12652-020-02654-z},
doi = {10.1007/S12652-020-02654-Z},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jaihc/IshaqUMMSMC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jaihc/SaleemKAJ21,
author = {Nasir Saleem and
Muhammad Irfan Khattak and
Muath Al{-}Hasan and
Atif Jan},
title = {Multi-objective long-short term memory recurrent neural networks for
speech enhancement},
journal = {J. Ambient Intell. Humaniz. Comput.},
volume = {12},
number = {10},
pages = {9037--9052},
year = {2021},
url = {https://doi.org/10.1007/s12652-020-02598-4},
doi = {10.1007/S12652-020-02598-4},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jaihc/SaleemKAJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jaihc/VivekanandanP21,
author = {Kalimuthu Vivekanandan and
Narayanan Praveena},
title = {Hybrid convolutional neural network {(CNN)} and long-short term memory
{(LSTM)} based deep learning model for detecting shilling attack in
the social-aware network},
journal = {J. Ambient Intell. Humaniz. Comput.},
volume = {12},
number = {1},
pages = {1197--1210},
year = {2021},
url = {https://doi.org/10.1007/s12652-020-02164-y},
doi = {10.1007/S12652-020-02164-Y},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jaihc/VivekanandanP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/ShuTQLY21,
author = {Xiangbo Shu and
Jinhui Tang and
Guo{-}Jun Qi and
Wei Liu and
Jian Yang},
title = {Hierarchical Long Short-Term Concurrent Memory for Human Interaction
Recognition},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {43},
number = {3},
pages = {1110--1118},
year = {2021},
url = {https://doi.org/10.1109/TPAMI.2019.2942030},
doi = {10.1109/TPAMI.2019.2942030},
timestamp = {Tue, 08 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/ShuTQLY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/YinCMJC21,
author = {Cunyi Yin and
Jing Chen and
Xiren Miao and
Hao Jiang and
Deying Chen},
title = {Device-Free Human Activity Recognition with Low-Resolution Infrared
Array Sensor Using Long Short-Term Memory Neural Network},
journal = {Sensors},
volume = {21},
number = {10},
pages = {3551},
year = {2021},
url = {https://doi.org/10.3390/s21103551},
doi = {10.3390/S21103551},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/YinCMJC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai2/SadhwaniM21,
author = {Jatin Sadhwani and
M. Sabarimalai Manikandan},
title = {Non-Collaborative Human Presence Detection Using Channel State Information
of Wi-Fi Signal and Long-Short Term Memory Neural Network},
booktitle = {13th International Conference on Electronics, Computers and Artificial
Intelligence, {ECAI} 2021, Pitesti, Romania, July 1-3, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ECAI52376.2021.9515148},
doi = {10.1109/ECAI52376.2021.9515148},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecai2/SadhwaniM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iicaiet/GohLL21,
author = {Jia Xin Goh and
Kian{-}Ming Lim and
Chin{-}Poo Lee},
title = {1D Convolutional Neural Network with Long Short-Term Memory for Human
Activity Recognition},
booktitle = {3rd {IEEE} International Conference on Artificial Intelligence in
Engineering and Technology, {IICAIET} 2021, Kota Kinabalu, Malaysia,
September 13-15, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/IICAIET51634.2021.9573979},
doi = {10.1109/IICAIET51634.2021.9573979},
timestamp = {Tue, 09 Nov 2021 15:12:48 +0100},
biburl = {https://dblp.org/rec/conf/iicaiet/GohLL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jaihc/PraveenaSN21,
title = {Automatic epileptic seizure recognition using reliefF feature selection
and long short term memory classifier},
journal = {J. Ambient Intell. Humaniz. Comput.},
volume = {12},
number = {6},
pages = {6151--6167},
year = {2021},
note = {Withdrawn.},
url = {https://doi.org/10.1007/s12652-020-02185-7},
doi = {10.1007/S12652-020-02185-7},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jaihc/PraveenaSN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijns/WangY20,
author = {Xiuhui Wang and
Wei Qi Yan},
title = {Human Gait Recognition Based on Frame-by-Frame Gait Energy Images
and Convolutional Long Short-Term Memory},
journal = {Int. J. Neural Syst.},
volume = {30},
number = {1},
pages = {1950027:1--1950027:12},
year = {2020},
url = {https://doi.org/10.1142/S0129065719500278},
doi = {10.1142/S0129065719500278},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijns/WangY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/PalsSAB20,
author = {Matthijs Pals and
Terrence C. Stewart and
Elkan G. Aky{\"{u}}rek and
Jelmer P. Borst},
title = {A functional spiking-neuron model of activity-silent working memory
in humans based on calcium-mediated short-term synaptic plasticity},
journal = {PLoS Comput. Biol.},
volume = {16},
number = {6},
year = {2020},
url = {https://doi.org/10.1371/journal.pcbi.1007936},
doi = {10.1371/JOURNAL.PCBI.1007936},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/PalsSAB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eit/GuptaWYS20,
author = {Saumya Gupta and
Boyang Wang and
Won{-}Jae Yi and
Jafar Saniie},
title = {Design Flow of Wireless Body Sensor Network for Human Activity Classification
using Long Short-Term Memory {(LSTM)} Neural Network},
booktitle = {2020 {IEEE} International Conference on Electro Information Technology,
{EIT} 2020, Chicago, IL, USA, July 31 - August 1, 2020},
pages = {166--170},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/EIT48999.2020.9208248},
doi = {10.1109/EIT48999.2020.9208248},
timestamp = {Fri, 23 Oct 2020 14:30:36 +0200},
biburl = {https://dblp.org/rec/conf/eit/GuptaWYS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/basesearch/Gong19,
author = {Chenghao Gong},
title = {Continuous Human Pose Estimation Using Long Short-Term Memory and
Particle Filter},
school = {University of California, San Diego, {USA}},
year = {2019},
url = {http://www.escholarship.org/uc/item/2zs9x7kc},
timestamp = {Tue, 23 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/basesearch/Gong19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isafm/AydogduSL19,
author = {Murat Aydogdu and
Hakan Saraoglu and
David Louton},
title = {Using long short-term memory neural networks to analyze {SEC} 13D
filings: {A} recipe for human and machine interaction},
journal = {Intell. Syst. Account. Finance Manag.},
volume = {26},
number = {4},
pages = {153--163},
year = {2019},
url = {https://doi.org/10.1002/isaf.1464},
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@article{DBLP:journals/pr/PeiQZMY19,
author = {Zhao Pei and
Xiaoning Qi and
Yanning Zhang and
Miao Ma and
Yee{-}Hong Yang},
title = {Human trajectory prediction in crowded scene using social-affinity
Long Short-Term Memory},
journal = {Pattern Recognit.},
volume = {93},
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year = {2019},
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@article{DBLP:journals/sivp/WelhengeT19,
author = {Anuradhi Malshika Welhenge and
Attaphongse Taparugssanagorn},
title = {Human activity classification using long short-term memory network},
journal = {Signal Image Video Process.},
volume = {13},
number = {4},
pages = {651--656},
year = {2019},
url = {https://doi.org/10.1007/s11760-018-1393-7},
doi = {10.1007/S11760-018-1393-7},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sivp/WelhengeT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/embc/OkaiPBKS19,
author = {Jeremiah Okai and
Stylianos Paraschiakos and
Marian Beekman and
Arno J. Knobbe and
Cl{\'{a}}udio Rebelo de S{\'{a}}},
title = {Building robust models for Human Activity Recognition from raw accelerometers
data using Gated Recurrent Units and Long Short Term Memory Neural
Networks},
booktitle = {41st Annual International Conference of the {IEEE} Engineering in
Medicine and Biology Society, {EMBC} 2019, Berlin, Germany, July 23-27,
2019},
pages = {2486--2491},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/EMBC.2019.8857288},
doi = {10.1109/EMBC.2019.8857288},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/embc/OkaiPBKS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/petra/MohmedLP19,
author = {Gadelhag Mohmed and
Ahmad Lotfi and
Amir Pourabdollah},
editor = {Fillia Makedon},
title = {Long short-term memory fuzzy finite state machine for human activity
modelling},
booktitle = {Proceedings of the 12th {ACM} International Conference on PErvasive
Technologies Related to Assistive Environments, {PETRA} 2019, Island
of Rhodes, Greece, June 5-7, 2019},
pages = {561--567},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3316782.3322781},
doi = {10.1145/3316782.3322781},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/petra/MohmedLP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/rcar/GuoWLW19,
author = {Weiyu Guo and
Chao Wang and
Chuang Lin and
Chenrui Wang},
title = {Long Short Term Memory Model based Continuous Estimation of Human
Finger Joint Angles},
booktitle = {2019 {IEEE} International Conference on Real-time Computing and Robotics,
{RCAR} 2019, Irkutsk, Russia, August 4-9, 2019},
pages = {288--292},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/RCAR47638.2019.9044013},
doi = {10.1109/RCAR47638.2019.9044013},
timestamp = {Thu, 17 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/rcar/GuoWLW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/siu/SolmazK19,
author = {Berkan Solmaz and
Kaan Karaman},
title = {Modeling Human Activities via Long Short Term Memory Networks},
booktitle = {27th Signal Processing and Communications Applications Conference,
{SIU} 2019, Sivas, Turkey, April 24-26, 2019},
pages = {1--4},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/SIU.2019.8806573},
doi = {10.1109/SIU.2019.8806573},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/siu/SolmazK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/ukci/MohmedAL19,
author = {Gadelhag Mohmed and
David Ada Adama and
Ahmad Lotfi},
editor = {Zhaojie Ju and
Longzhi Yang and
Chenguang Yang and
Alexander E. Gegov and
Dalin Zhou},
title = {Fuzzy Feature Representation with Bidirectional Long Short-Term Memory
for Human Activity Modelling and Recognition},
booktitle = {Advances in Computational Intelligence Systems - Contributions Presented
at the 19th {UK} Workshop on Computational Intelligence, September
4-6, 2019, Portsmouth, {UK}},
series = {Advances in Intelligent Systems and Computing},
volume = {1043},
pages = {15--26},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-29933-0\_2},
doi = {10.1007/978-3-030-29933-0\_2},
timestamp = {Wed, 15 May 2024 16:13:32 +0200},
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@article{DBLP:journals/access/BatchuluunYKP18,
author = {Ganbayar Batchuluun and
Hyo Sik Yoon and
Jin Kyu Kang and
Kang Ryoung Park},
title = {Gait-Based Human Identification by Combining Shallow Convolutional
Neural Network-Stacked Long Short-Term Memory and Deep Convolutional
Neural Network},
journal = {{IEEE} Access},
volume = {6},
pages = {63164--63186},
year = {2018},
url = {https://doi.org/10.1109/ACCESS.2018.2876890},
doi = {10.1109/ACCESS.2018.2876890},
timestamp = {Sat, 01 Dec 2018 00:00:00 +0100},
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bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/cogcom/SunPD18,
author = {Xiao Sun and
Xiaoqi Peng and
Shuai Ding},
title = {Emotional Human-Machine Conversation Generation Based on Long Short-Term
Memory},
journal = {Cogn. Comput.},
volume = {10},
number = {3},
pages = {389--397},
year = {2018},
url = {https://doi.org/10.1007/s12559-017-9539-4},
doi = {10.1007/S12559-017-9539-4},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cogcom/SunPD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/pr/NunezCPMV18,
author = {Juan C. N{\'{u}}{\~{n}}ez and
Ra{\'{u}}l Cabido and
Juan Jos{\'{e}} Pantrigo and
Antonio S. Montemayor and
Jos{\'{e}} Francisco V{\'{e}}lez},
title = {Convolutional Neural Networks and Long Short-Term Memory for skeleton-based
human activity and hand gesture recognition},
journal = {Pattern Recognit.},
volume = {76},
pages = {80--94},
year = {2018},
url = {https://doi.org/10.1016/j.patcog.2017.10.033},
doi = {10.1016/J.PATCOG.2017.10.033},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/NunezCPMV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/scisisis/NeohSL18,
author = {Tze How Dickson Neoh and
Khairul Salleh Mohamed Sahari and
Chu Kiong Loo},
title = {Long Short-Term Memory in Recognizing Behavior Sequences on Humanoid
Robot},
booktitle = {2018 Joint 10th International Conference on Soft Computing and Intelligent
Systems {(SCIS)} and 19th International Symposium on Advanced Intelligent
Systems (ISIS), Toyama, Japan, December 5-8, 2018},
pages = {859--866},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/SCIS-ISIS.2018.00142},
doi = {10.1109/SCIS-ISIS.2018.00142},
timestamp = {Sun, 22 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/scisisis/NeohSL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/corr/abs-1811-00270,
author = {Xiangbo Shu and
Jinhui Tang and
Guo{-}Jun Qi and
Wei Liu and
Jian Yang},
title = {Hierarchical Long Short-Term Concurrent Memory for Human Interaction
Recognition},
journal = {CoRR},
volume = {abs/1811.00270},
year = {2018},
url = {http://arxiv.org/abs/1811.00270},
eprinttype = {arXiv},
eprint = {1811.00270},
timestamp = {Tue, 05 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-00270.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/finr/YuSL17,
author = {Zhibin Yu and
Moirangthem Dennis Singh and
Minho Lee},
title = {Continuous Timescale Long-Short Term Memory Neural Network for Human
Intent Understanding},
journal = {Frontiers Neurorobotics},
volume = {11},
pages = {42},
year = {2017},
url = {https://doi.org/10.3389/fnbot.2017.00042},
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timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
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bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/jaihc/LuZZWD17,
author = {Wenhuan Lu and
Ju Zhang and
Xinli Zhao and
Jianrong Wang and
Jianwu Dang},
title = {Multimodal sensory fusion for soccer robot self-localization based
on long short-term memory recurrent neural network},
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@inproceedings{DBLP:conf/iccv/SunJCYSS17,
author = {Lin Sun and
Kui Jia and
Kevin Chen and
Dit{-}Yan Yeung and
Bertram E. Shi and
Silvio Savarese},
title = {Lattice Long Short-Term Memory for Human Action Recognition},
booktitle = {{IEEE} International Conference on Computer Vision, {ICCV} 2017, Venice,
Italy, October 22-29, 2017},
pages = {2166--2175},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICCV.2017.236},
doi = {10.1109/ICCV.2017.236},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/SunJCYSS17.bib},
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@inproceedings{DBLP:conf/socrob/VinayavekhinTKH17,
author = {Phongtharin Vinayavekhin and
Michiaki Tatsubori and
Daiki Kimura and
Yifan Huang and
Giovanni De Magistris and
Asim Munawar and
Ryuki Tachibana},
editor = {Abderrahmane Kheddar and
Eiichi Yoshida and
Shuzhi Sam Ge and
Kenji Suzuki and
John{-}John Cabibihan and
Friederike Eyssel and
Hongsheng He},
title = {Human-Like Hand Reaching by Motion Prediction Using Long Short-Term
Memory},
booktitle = {Social Robotics - 9th International Conference, {ICSR} 2017, Tsukuba,
Japan, November 22-24, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10652},
pages = {156--166},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-70022-9\_16},
doi = {10.1007/978-3-319-70022-9\_16},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
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@article{DBLP:journals/corr/abs-1708-03958,
author = {Lin Sun and
Kui Jia and
Kevin Chen and
Dit{-}Yan Yeung and
Bertram E. Shi and
Silvio Savarese},
title = {Lattice Long Short-Term Memory for Human Action Recognition},
journal = {CoRR},
volume = {abs/1708.03958},
year = {2017},
url = {http://arxiv.org/abs/1708.03958},
eprinttype = {arXiv},
eprint = {1708.03958},
timestamp = {Fri, 31 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-03958.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/iotj/TaoWH16,
author = {Dapeng Tao and
Yonggang Wen and
Richang Hong},
title = {Multicolumn Bidirectional Long Short-Term Memory for Mobile Devices-Based
Human Activity Recognition},
journal = {{IEEE} Internet Things J.},
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biburl = {https://dblp.org/rec/journals/iotj/TaoWH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/cvpr/MahasseniT16,
author = {Behrooz Mahasseni and
Sinisa Todorovic},
title = {Regularizing Long Short Term Memory with 3D Human-Skeleton Sequences
for Action Recognition},
booktitle = {2016 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2016, Las Vegas, NV, USA, June 27-30, 2016},
pages = {3054--3062},
publisher = {{IEEE} Computer Society},
year = {2016},
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doi = {10.1109/CVPR.2016.333},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/MahasseniT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/eccv/VariorSLXW16,
author = {Rahul Rama Varior and
Bing Shuai and
Jiwen Lu and
Dong Xu and
Gang Wang},
editor = {Bastian Leibe and
Jiri Matas and
Nicu Sebe and
Max Welling},
title = {A Siamese Long Short-Term Memory Architecture for Human Re-identification},
booktitle = {Computer Vision - {ECCV} 2016 - 14th European Conference, Amsterdam,
The Netherlands, October 11-14, 2016, Proceedings, Part {VII}},
series = {Lecture Notes in Computer Science},
volume = {9911},
pages = {135--153},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46478-7\_9},
doi = {10.1007/978-3-319-46478-7\_9},
timestamp = {Wed, 07 Dec 2022 23:10:23 +0100},
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bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/corr/VariorSLXW16,
author = {Rahul Rama Varior and
Bing Shuai and
Jiwen Lu and
Dong Xu and
Gang Wang},
title = {A Siamese Long Short-Term Memory Architecture for Human Re-Identification},
journal = {CoRR},
volume = {abs/1607.08381},
year = {2016},
url = {http://arxiv.org/abs/1607.08381},
eprinttype = {arXiv},
eprint = {1607.08381},
timestamp = {Wed, 30 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/VariorSLXW16.bib},
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@inproceedings{DBLP:conf/ijcnn/GrushinMRM13,
author = {Alexander Grushin and
Derek Monner and
James A. Reggia and
Ajay Mishra},
title = {Robust human action recognition via long short-term memory},
booktitle = {The 2013 International Joint Conference on Neural Networks, {IJCNN}
2013, Dallas, TX, USA, August 4-9, 2013},
pages = {1--8},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/IJCNN.2013.6706797},
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@inproceedings{DBLP:conf/taros/RuiniAMCEGF12,
author = {Fabio Ruini and
Jens K. Apel and
Anthony F. Morse and
Angelo Cangelosi and
Rob Ellis and
Jeremy Goslin and
Martin H. Fischer},
editor = {Guido Herrmann and
Matthew Studley and
Martin J. Pearson and
Andrew T. Conn and
Chris Melhuish and
Mark Witkowski and
Jong{-}Hwan Kim and
Prahlad Vadakkepat},
title = {Towards a Bio-inspired Cognitive Architecture for Short-Term Memory
in Humanoid Robots},
booktitle = {Advances in Autonomous Robotics - Joint Proceedings of the 13th Annual
{TAROS} Conference and the 15th Annual {FIRA} RoboWorld Congress,
Bristol, UK, August 20-23, 2012},
series = {Lecture Notes in Computer Science},
volume = {7429},
pages = {453--454},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-32527-4\_55},
doi = {10.1007/978-3-642-32527-4\_55},
timestamp = {Tue, 14 May 2019 10:00:36 +0200},
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@article{DBLP:journals/corr/abs-1202-5600,
author = {Frank Broz and
Chrystopher L. Nehaniv and
Hatice Kose{-}Bagci and
Kerstin Dautenhahn},
title = {Interaction Histories and Short Term Memory: Enactive Development
of Turn-taking Behaviors in a Childlike Humanoid Robot},
journal = {CoRR},
volume = {abs/1202.5600},
year = {2012},
url = {http://arxiv.org/abs/1202.5600},
eprinttype = {arXiv},
eprint = {1202.5600},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1202-5600.bib},
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@inproceedings{DBLP:conf/cogsci/SimsJK11,
author = {Chris R. Sims and
Robert A. Jacobs and
David C. Knill},
editor = {Laura A. Carlson and
Christoph H{\"{o}}lscher and
Thomas F. Shipley},
title = {An Ideal Observer Model of Visual Short-Term Memory Predicts Human
Capacity - Precision Tradeoffs},
booktitle = {Proceedings of the 33th Annual Meeting of the Cognitive Science Society,
CogSci 2011, Boston, Massachusetts, USA, July 20-23, 2011},
publisher = {cognitivesciencesociety.org},
year = {2011},
url = {https://mindmodeling.org/cogsci2011/papers/0039/index.html},
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@inproceedings{DBLP:conf/icassp/EybenPSTZP11,
author = {Florian Eyben and
Stavros Petridis and
Bj{\"{o}}rn W. Schuller and
George Tzimiropoulos and
Stefanos Zafeiriou and
Maja Pantic},
title = {Audiovisual classification of vocal outbursts in human conversation
using Long-Short-Term Memory networks},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2011, May 22-27, 2011, Prague Congress
Center, Prague, Czech Republic},
pages = {5844--5847},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ICASSP.2011.5947690},
doi = {10.1109/ICASSP.2011.5947690},
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@article{DBLP:journals/jocn/PrimeJ10,
author = {David J. Prime and
Pierre Jolicoeur},
title = {Mental Rotation Requires Visual Short-term Memory: Evidence from Human
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journal = {J. Cogn. Neurosci.},
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bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Hyoung{-}Dong Park and
Byoung{-}Kyong Min and
Kyoung{-}Min Lee},
title = {{EEG} oscillations reflect visual short-term memory processes for
the change detection in human faces},
journal = {NeuroImage},
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number = {2},
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@inproceedings{DBLP:conf/eurasip/Brown90,
author = {Gordon D. A. Brown},
editor = {Lu{\'{\i}}s B. Almeida and
Christian Wellekens},
title = {A Neural Net Model of Human Short-Term Memory Development},
booktitle = {Neural Networks, {EURASIP} Workshop 1990, Sesimbra, Portugal, February
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biburl = {https://dblp.org/rec/conf/eurasip/Brown90.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/ijcai/BereznayaG71,
author = {I. J. Bereznaya and
Rada M. Granovskaya},
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title = {The Model of Human Short-term Memory},
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bibsource = {dblp computer science bibliography, https://dblp.org}
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