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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} }
@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} }
@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} }
@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} }
@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 = {{ECC}}, pages = {1--6}, publisher = {{IEEE}}, year = {2023} }
@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 = {{IRI}}, pages = {146--153}, publisher = {{IEEE}}, year = {2023} }
@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} }
@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} }
@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} }
@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} }
@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} }
@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} }
@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} }
@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} }
@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} }
@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} }
@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} }
@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 = {{EMBC}}, pages = {4230--4236}, publisher = {{IEEE}}, year = {2022} }
@inproceedings{DBLP:conf/icira/MaLLM22, author = {Yanan Ma and Quan Liu and Haojie Liu and Wei Meng}, title = {sEMG-Based Estimation of Human Arm Endpoint Stiffness Using Long Short-Term Memory Neural Networks and Autoencoders}, booktitle = {{ICIRA} {(2)}}, series = {Lecture Notes in Computer Science}, volume = {13456}, pages = {699--710}, publisher = {Springer}, year = {2022} }
@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} }
@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} }
@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} }
@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} }
@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} }
@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 = {{ECAI}}, pages = {1--6}, publisher = {{IEEE}}, year = {2021} }
@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 = {{IICAIET}}, pages = {1--6}, publisher = {{IEEE}}, year = {2021} }
@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.} }
@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} }
@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} }
@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 = {{EIT}}, pages = {166--170}, publisher = {{IEEE}}, year = {2020} }
@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} }
@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} }
@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}, pages = {273--282}, year = {2019} }
@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} }
@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 = {{EMBC}}, pages = {2486--2491}, publisher = {{IEEE}}, year = {2019} }
@inproceedings{DBLP:conf/petra/MohmedLP19, author = {Gadelhag Mohmed and Ahmad Lotfi and Amir Pourabdollah}, title = {Long short-term memory fuzzy finite state machine for human activity modelling}, booktitle = {{PETRA}}, pages = {561--567}, publisher = {{ACM}}, year = {2019} }
@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 = {{RCAR}}, pages = {288--292}, publisher = {{IEEE}}, year = {2019} }
@inproceedings{DBLP:conf/siu/SolmazK19, author = {Berkan Solmaz and Kaan Karaman}, title = {Modeling Human Activities via Long Short Term Memory Networks}, booktitle = {{SIU}}, pages = {1--4}, publisher = {{IEEE}}, year = {2019} }
@inproceedings{DBLP:conf/ukci/MohmedAL19, author = {Gadelhag Mohmed and David Ada Adama and Ahmad Lotfi}, title = {Fuzzy Feature Representation with Bidirectional Long Short-Term Memory for Human Activity Modelling and Recognition}, booktitle = {{UKCI}}, series = {Advances in Intelligent Systems and Computing}, volume = {1043}, pages = {15--26}, publisher = {Springer}, year = {2019} }
@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} }
@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} }
@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} }
@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 = {SCIS{\&}ISIS}, pages = {859--866}, publisher = {{IEEE}}, year = {2018} }
@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} }
@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} }
@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}, journal = {J. Ambient Intell. Humaniz. Comput.}, volume = {8}, number = {6}, pages = {885--893}, year = {2017} }
@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 = {{ICCV}}, pages = {2166--2175}, publisher = {{IEEE} Computer Society}, year = {2017} }
@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}, title = {Human-Like Hand Reaching by Motion Prediction Using Long Short-Term Memory}, booktitle = {{ICSR}}, series = {Lecture Notes in Computer Science}, volume = {10652}, pages = {156--166}, publisher = {Springer}, year = {2017} }
@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} }
@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.}, volume = {3}, number = {6}, pages = {1124--1134}, year = {2016} }
@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 = {{CVPR}}, pages = {3054--3062}, publisher = {{IEEE} Computer Society}, year = {2016} }
@inproceedings{DBLP:conf/eccv/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}, booktitle = {{ECCV} {(7)}}, series = {Lecture Notes in Computer Science}, volume = {9911}, pages = {135--153}, publisher = {Springer}, year = {2016} }
@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} }
@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 = {{IJCNN}}, pages = {1--8}, publisher = {{IEEE}}, year = {2013} }
@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}, title = {Towards a Bio-inspired Cognitive Architecture for Short-Term Memory in Humanoid Robots}, booktitle = {{TAROS}}, series = {Lecture Notes in Computer Science}, volume = {7429}, pages = {453--454}, publisher = {Springer}, year = {2012} }
@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} }
@inproceedings{DBLP:conf/cogsci/SimsJK11, author = {Chris R. Sims and Robert A. Jacobs and David C. Knill}, title = {An Ideal Observer Model of Visual Short-Term Memory Predicts Human Capacity - Precision Tradeoffs}, booktitle = {CogSci}, publisher = {cognitivesciencesociety.org}, year = {2011} }
@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 = {{ICASSP}}, pages = {5844--5847}, publisher = {{IEEE}}, year = {2011} }
@article{DBLP:journals/jocn/PrimeJ10, author = {David J. Prime and Pierre Jolicoeur}, title = {Mental Rotation Requires Visual Short-term Memory: Evidence from Human Electric Cortical Activity}, journal = {J. Cogn. Neurosci.}, volume = {22}, number = {11}, pages = {2437--2446}, year = {2010} }
@article{DBLP:journals/neuroimage/ParkML10, 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}, volume = {53}, number = {2}, pages = {629--637}, year = {2010} }
@inproceedings{DBLP:conf/eurasip/Brown90, author = {Gordon D. A. Brown}, title = {A Neural Net Model of Human Short-Term Memory Development}, booktitle = {{EURASIP} Workshop}, series = {Lecture Notes in Computer Science}, volume = {412}, pages = {175--185}, publisher = {Springer}, year = {1990} }
@inproceedings{DBLP:conf/ijcai/BereznayaG71, author = {I. J. Bereznaya and Rada M. Granovskaya}, title = {The Model of Human Short-term Memory}, booktitle = {{IJCAI}}, pages = {130--139}, publisher = {William Kaufmann}, year = {1971} }
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