Lauri Lovén - Publications, H-index & Citations

Lauri Lovén

University of Oulu

17H指数

80论文数

1.3K被引数

收录论文 19

发表时间

From data heterogeneity to convergence: A data-centric review of federated learning 从数据异构性到收敛：联邦学习的以数据为中心的综述

Neurocomputing

IF6.5

2026-09-01

OAAI

Huong Nguyen; Mickaël Bettinelli; Amirhossein Ghaffari; Alexandre Benoit; Hong-Tri Nguyen; Susanna Pirttikangas; Lauri Lovén

STRAM: Spatio-temporal road-aware mapping for graph neural network prediction STRAM：用于图神经网络预测的空间-时间道路感知映射

Neurocomputing

IF6.5

2026-06-01

OAAI

Amirhossein Ghaffari; Huong Nguyen; Lauri Lovén; Ekaterina Gilman

A Holistic Framework for Privacy-Preserving and Trusted Cyber Threat Intelligence in Industry 5.0: A Fusion of Blockchain and Tiny Semi-Supervised Class-Incremental Learning with Catastrophic Forgetting Mitigation 一种用于行业5.0中隐私保护和可信网络威胁情报的整体框架：区块链与微型半监督类增量学习融合的灾难性遗忘缓解方案

Internet of Things

IF7.6

2026-02-19

PREAI

Samia El Haddouti; Wissal Lazraq; Lauri Loven; Mohamed Dafir Ech-Cherif El Kettani; Habiba Chaoui

Hybrid Reputation Aggregation: A Robust Defense Mechanism for Adversarial Federated Learning in 5G and Edge Network Environments 混合声誉聚合：一种用于5G和边缘网络环境中对抗性联邦学习的鲁棒防御机制

IEEE Open Journal of the Communications Society

IF6.1

2026-01-01

OAAI

Saeid Sheikhi; Panos Kostakos; Lauri Loven

Agentic TinyML for Intent-Aware Handover in 6G Wireless Networks 代理式TinyML用于意图感知切换的6G无线网络

IEEE Wireless Communications

IF11.5

2025-12-29

OAAI

Alaa Saleh; Roberto Morabito; Sasu Tarkoma; Anders Lindgren; Susanna Pirttikangas; Lauri Lovén

ICIP: Integrative Computational Internet of Things Platform for Adaptive and Energy-Efficient Smart Buildings ICIP：用于自适应和节能智能建筑的集成计算物联网平台

IEEE Internet of Things Magazine

IF0

2025-12-01

PREAI

Motlagh, Naser Hossein; Zaidan, Martha Arbayani; Makitalo, Niko; Nurmi, Petteri; Tarkoma, Sasu; Loven, Lauri

Towards a data fabric framework for industrial metaverse integration 面向工业元宇宙集成的数据编织框架

sustainable computing informatics systems

IF0

2025-05-30

PREAI

Abhishek Kumar; Lauri Lovén; Muhammad Talha Arshad; Susanna Pirttikangas; Sasu Tarkoma

Revisiting Edge AI: Opportunities and Challenges 重温边缘AI: 机遇与挑战

IEEE INTERNET COMPUTING

IF4.4

2024-07-01

PREAI

Meuser, Tobias; Loven, Lauri; Bhuyan, Monowar; Patil, Shishir G.; Dustdar, Schahram; Aral, Atakan; Bayhan, Suzan; Becker, Christian; de Lara, Eyal; Ding, Aaron Yi; Edinger, Janick; Gross, James; Mohan, Nitinder; Pimentel, Andy D.; Riviere, Etienne; Schulzrinne, Henning; Simoens, Pieter; Solmaz, Guerkan; Welzl, Michael

Digital Twins for Smart Spaces—Beyond IoT Analytics 智能空间的数字双胞胎-超越物联网分析

IEEE INTERNET OF THINGS JOURNAL

IF8.9

2024-01-01

OAAI

Motlagh, Naser Hossein; Zaidan, Martha Arbayani; Loven, Lauri; Fung, Pak Lun; Hanninen, Tuomo; Morabito, Roberto; Nurmi, Petteri; Tarkoma, Sasu

Unmanned Aerial Vehicles for Air Pollution Monitoring: A Survey 用于空气污染监测的无人机: 一项调查

IEEE INTERNET OF THINGS JOURNAL

IF8.9

2023-12-15

OAAI

Motlagh, Naser Hossein; Kortoci, Pranvera; Su, Xiang; Loven, Lauri; Hoel, Hans Kristian; Haugsvaer, Sindre Bjerkestrand; Srivastava, Varun; Gulbrandsen, Casper Fabian; Nurmi, Petteri; Tarkoma, Sasu

Energy-Sustainable IoT Connectivity: Vision, Technological Enablers, Challenges, and Future Directions

ieee open journal of the industrial electronics society

IF6.1

2023-01-01

OAAI

Lopez, Onel L. A.; Rosabal, Osmel M.; Ruiz-Guirola, David E.; Raghuwanshi, Prasoon; Mikhaylov, Konstantin; Loven, Lauri; Iyer, Sridhar

The Many Faces of Edge Intelligence 边缘智能的许多面孔

IEEE ACCESS

IF3.6

2022-01-01

OAAI

Peltonen, Ella; Ahmad, Ijaz; Aral, Atakan; Capobianco, Michele; Ding, Aaron Yi; Gil-Castineira, Felipe; Gilman, Ekaterina; Harjula, Erkki; Jurmu, Marko; Karvonen, Teemu; Kelanti, Markus; Leppanen, Teemu; Loven, Lauri; Mikkonen, Tommi; Mohan, Nitinder; Nurmi, Petteri; Pirttikangas, Susanna; Sroka, Pawel; Tarkoma, Sasu; Yang, Tingting

Edge computing server placement with capacitated location allocation

JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING

IF4

2021-07-01

OAAI

Lahderanta, Tero; Leppanen, Teemu; Ruha, Leena; Loven, Lauri; Harjula, Erkki; Ylianttila, Mika; Riekki, Jukka; Sillanpaa, Mikko J.

EDISON: An Edge-Native Method and Architecture for Distributed Interpolation

SENSORS

IF3.5

2021-03-24

OAAI

Loven, Lauri; Lahderanta, Tero; Ruha, Leena; Peltonen, Ella; Launonen, Ilkka; Sillanpaa, Mikko J.; Riekki, Jukka; Pirttikangas, Susanna

Internet of Things for Smart Spaces: A University Campus Case Study

SENSORS

IF3.5

2020-07-02

OAAI

Gilman, Ekaterina; Tamminen, Satu; Yasmin, Rumana; Ristimella, Eemeli; Peltonen, Ella; Harju, Markus; Loven, Lauri; Riekki, Jukka; Pirttikangas, Susanna

Machine Learning Meets Communication Networks: Current Trends and Future Challenges

IEEE ACCESS

IF3.6

2020-01-01

OAAI

Ahmad, Ijaz; Shahabuddin, Shariar; Malik, Hassan; Harjula, Erkki; Leppanen, Teemu; Loven, Lauri; Anttonen, Antti; Sodhro, Ali Hassan; Mahtab Alam, Muhammad; Juntti, Markku; Yla-Jaaski, Antti; Sauter, Thilo; Gurtov, Andrei; Ylianttila, Mika; Riekki, Jukka

Verification of Road Surface Temperature Forecasts Assimilating Data from Mobile Sensors

WEATHER AND FORECASTING

IF3.1

2019-05-09

OAAI

Karsisto, Virve; Loven, Lauri

Effect of experience sampling schedules on response rate and recall accuracy of objective self-reports 经验抽样计划对客观自我报告的响应率和召回准确性的影响

INTERNATIONAL JOURNAL OF HUMAN-COMPUTER STUDIES

IF5.1

2019-05-01

OAAI

van Berkel, Niels; Goncalves, Jorge; Loven, Lauri; Ferreira, Denzil; Hosio, Simo; Kostakos, Vassilis

Edge AI for Earth Observation 边缘人工智能用于地球观测

IEEE Internet Computing

IF4.4

PREAI

Ning Ruan; Kun Li; Qiyang Zhang; Lauri Lovén; Praveen Kumar Donta; Yi Jia; Schahram Dustdar

研究方向