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Timo Hämäläinen

university of jyväskylä

29H-index
426Paper Count
4.2KCitation Count
Published Papers 56
Publication Date
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Split Federated Learning Empowered Vehicular Edge Intelligence: Concept, Adaptive Design, and Future Directions
errIEEE Wireless Communications
IF11.5
err2025-08-01
err0
PREAI
errXianke Qiang; Zheng Chang; Chaoxiong Ye; Timo Hämäläinen; Geyong Min
errShare
errSave
Brain region localization: a rapid Parkinson’s disease detection method based on EEG signals
errMedical & Biological Engineering & Computing
IF2.6
err2025-07-09
err0
PREAI
errMingliang Zhang; Hang Liu; Zhenghao Guo; Cui Wang; Timo Hamalainen; Fengyu Cong
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errSave
Secure Transmission for IRS-on-UAV-Assisted Wireless Networks
errIEEE Transactions on Communications
IF8.3
err2025-06-19
err0
errOAAI
errXinying Kilpi-Chen; Zheng Chang; Timo Hämäläinen
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errSave
A tough semi-dry hydrogel electrode with anti-bacterial properties for long-term repeatable non-invasive EEG acquisition
errMICROSYSTEMS & NANOENGINEERING
IF9.9
err2025-05-26
err0
errOAAI
errWang, Dongyang; Xue, Hailing; Xia, Long; Li, Zongqi; Zhao, Yubo; Fan, Xinan; Sun, Kai; Wang, Huanan; Hamalainen, Timo; Zhang, Chi; Cong, Fengyu; Song, Fei; Lin, Jiaqi
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errSave
Adaptive and Parallel Split Federated Learning in Vehicular Edge Computing
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2025-03-01
err1
PREAI
errQiang, Xianke; Chang, Zheng; Hu, Yun; Liu, Lei; Hamalainen, Timo
errShare
errSave
Mobile Phone Use Driver Distraction Detection Based on MSaE of Multi-Modality Physiological Signals
errIEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
IF8.4
err2024-11-01
err0
PREAI
errZuo, Xin; Zhang, Chi; Cong, Fengyu; Zhao, Jian; Hamalainen, Timo
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errSave
Joint Active and Passive Beamforming for Vehicle Localization With Reconfigurable Intelligent Surfaces
errIEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
IF8.4
err2024-11-01
err1
PREAI
errFeng, Zhiyuan; Wang, Bo; Chang, Zheng; Hamalainen, Timo; Zhao, Yanping; Hu, Fengye
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errSave
AoI-Aware Waveform Design for Cooperative Joint Radar-Communications Systems With Online Prediction of Radar Target Property
errIEEE TRANSACTIONS ON COMMUNICATIONS
IF8.3
err2024-10-01
err0
errOAAI
errLi, Zhuofei; Hu, Fengye; Li, Qihao; Ling, Zhuang; Chang, Zheng; Hamalainen, Timo
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errSave
Safe DQN-Based AoI-Minimal Task Offloading for UAV-Aided Edge Computing System
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2024-10-01
err2
PREAI
errZhao, Hui; Lu, Gengyuan; Liu, Ying; Chang, Zheng; Wang, Li; Hamalainen, Timo
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errSave
Reconfiguration of Cognitive Control Networks During a Long-Duration Flanker Task
errIEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS
IF4.9
err2024-08-01
err2
PREAI
errLiu, Jia; Zhu, Yongjie; Chang, Zheng; Parviainen, Tiina; Antfolk, Christian; Hamalainen, Timo; Cong, Fengyu
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errSave
Predicting pathological complete response based on weakly and semi-supervised joint learning in breast cancer multi-parametric MRI
errBIOMEDICAL SIGNAL PROCESSING AND CONTROL
IF4.9
err2024-07-01
err0
PREAI
errHao, Xinyu; Xu, Hongming; Zhao, Nannan; Yu, Tao; Hamalainen, Timo; Cong, Fengyu
errShare
errSave
Enhanced Physical Layer Security for Full-Duplex Symbiotic Radio With AN Generation and Forward Noise Suppression
errIEEE TRANSACTIONS ON COMMUNICATIONS
IF8.3
err2024-07-01
err5
errOAAI
errJin, Chi; Chang, Zheng; Hu, Fengye; Chen, Hsiao-Hwa; Hamalainen, Timo
errShare
errSave
Blockchain-Based Resource Trading in Multi-UAV Edge Computing System
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2024-06-15
err4
errOAAI
errXu, Runchen; Chang, Zheng; Zhang, Xinran; Hamalainen, Timo
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errSave
Effects of different speed-accuracy instructions on perception in psychology experiments: evidence from event-related potential and oscillation
errFRONTIERS IN NEUROSCIENCE
IF3.2
err2024-05-31
err1
errOAAI
errLi, Haijian; Wang, Xiaoshuang; Hamalainen, Timo; Meng, Zhaoli
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errSave
Importance-aware data selection and resource allocation for hierarchical federated edge learning
errFUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
IF6.1
err2024-05-01
err5
PREAI
errQiang, Xianke; Hu, Yun; Chang, Zheng; Hamalainen, Timo
errShare
errSave
AoI-Energy Tradeoff for Data Collection in UAV-Assisted Wireless Networks
errIEEE TRANSACTIONS ON COMMUNICATIONS
IF8.3
err2024-03-01
err8
PREAI
errZhang, Xin; Chang, Zheng; Hamalainen, Timo; Min, Geyong
errShare
errSave
Joint Optimization of Sensing and Computation for Status Update in Mobile Edge Computing Systems
errIEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS
IF10.7
err2023-11-01
err9
errOAAI
errChen, Yi; Chang, Zheng; Min, Geyong; Mao, Shiwen; Hamalainen, Timo
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errSave
Ensemble deep clustering analysis for time window determination of event-related potentials
errBIOMEDICAL SIGNAL PROCESSING AND CONTROL
IF4.9
err2023-09-01
err3
errOAAI
errMahini, Reza; Li, Fan; Zarei, Mahdi; Nandi, Asoke K.; Hamalainen, Timo; Cong, Fengyu
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errSave
Robust Beamforming Design for RIS-Aided Integrated Sensing and Communication System
errIEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
IF8.4
err2023-06-01
err20
PREAI
errLuan, Mingan; Wang, Bo; Chang, Zheng; Hämäläinen, Timo; Hu, Fengye
errShare
errSave
UAV-Aided Secure Short-Packet Data Collection and Transmission
errIEEE TRANSACTIONS ON COMMUNICATIONS
IF8.3
err2023-04-01
err63
errOAAI
errChen, Xinying; Zhao, Nan; Chang, Zheng; Hamalainen, Timo; Wang, Xianbin
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errSave

Research Directions

No research directions
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