A federated learning based approach for predicting landslide displacement considering data security (English)
- New search for: Yang, Yuting
- New search for: Lu, Yue
- New search for: Mei, Gang
- Further information on Mei, Gang:
- https://orcid.org/0000-0003-0026-5423
- New search for: Yang, Yuting
- New search for: Lu, Yue
- New search for: Mei, Gang
- Further information on Mei, Gang:
- https://orcid.org/0000-0003-0026-5423
In:
Future Generation Computer Systems
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149
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184-199
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2023
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ISSN:
- Article (Journal) / Electronic Resource
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Title:A federated learning based approach for predicting landslide displacement considering data security
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Contributors:
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Published in:Future Generation Computer Systems ; 149 ; 184-199
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Publisher:
- New search for: Elsevier B.V.
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Publication date:2023-07-14
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Size:16 pages
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ISSN:
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DOI:
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Type of media:Article (Journal)
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Type of material:Electronic Resource
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Language:English
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Keywords:
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Source:
Table of contents – Volume 149
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 1
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A heterogeneous network embedded medicine recommendation system based on LSTMAhmed, Imran / Ahmad, Misbah / Chehri, Abdellah / Jeon, Gwanggil et al. | 2023
- 12
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Hier-SFL: Client-edge-cloud collaborative traffic classification framework based on hierarchical federated split learningQin, Tian / Cheng, Guang / Wei, Yichen / Yao, Zifan et al. | 2023
- 25
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MD-Bench: A performance-focused prototyping harness for state-of-the-art short-range molecular dynamics algorithmsRavedutti Lucio Machado, Rafael / Eitzinger, Jan / Laukemann, Jan / Hager, Georg / Köstler, Harald / Wellein, Gerhard et al. | 2023
- 39
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WFA-FPGA: An efficient accelerator of the wavefront algorithm for short and long read genomics alignmentHaghi, Abbas / Marco-Sola, Santiago / Alvarez, Lluc / Diamantopoulos, Dionysios / Hagleitner, Christoph / Moreto, Miquel et al. | 2023
- 59
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Street direction classification using implicit vehicle crowdsensing and deep learningLuciani, Alessio / Panizzi, Emanuele et al. | 2023
- 71
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An automated and portable method for selecting an optimal GPU frequencyAli, Ghazanfar / Side, Mert / Bhalachandra, Sridutt / Wright, Nicholas J. / Chen, Yong et al. | 2023
- 89
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Federated Ensemble-Learning for Transport Mode Detection in Vehicular Edge NetworkAlam, Md. Mustakin / Ahmed, Tanjim / Hossain, Meraz / Emo, Mehedi Hasan / Bidhan, Md. Kausar Islam / Reza, Md. Tanzim / Alam, Md. Golam Rabiul / Hassan, Mohammad Mehedi / Pupo, Francesco / Fortino, Giancarlo et al. | 2023
- 105
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Efficient in-situ workflow planning for geographically distributed heterogeneous environmentsLi, Feng / Song, Fengguang et al. | 2023
- 122
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RedMule: A mixed-precision matrix–matrix operation engine for flexible and energy-efficient on-chip linear algebra and TinyML training accelerationTortorella, Yvan / Bertaccini, Luca / Benini, Luca / Rossi, Davide / Conti, Francesco et al. | 2023
- 136
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Improving robustness of convolutional neural networks using element-wise activation scalingZhang, Zhi-Yuan / Ren, Hao / He, Zhenli / Zhou, Wei / Liu, Di et al. | 2023
- 150
-
Explore deep reinforcement learning for efficient task processing based on federated optimization in big dataXiao, Shan / Wu, Chunyi et al. | 2023
- 162
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Dynamic weighted ensemble learning for sequential recommendation systems: The AIRE modelTao, Ye / Wang, Can / Liew, Alan Wee-Chung et al. | 2023
- 171
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TrackPuzzle: Efficient registration of unlabeled PDR trajectories for learning indoor route graphLi, Wanting / Wang, Yongcai / Shao, Yu / Hu, Gaowei / Li, Deying et al. | 2023
- 184
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A federated learning based approach for predicting landslide displacement considering data securityYang, Yuting / Lu, Yue / Mei, Gang et al. | 2023
- 200
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FedHEONN: Federated and homomorphically encrypted learning method for one-layer neural networksFontenla-Romero, Oscar / Guijarro-Berdiñas, Bertha / Hernández-Pereira, Elena / Pérez-Sánchez, Beatriz et al. | 2023
- 212
-
Reduced precision floating-point optimization for Deep Neural Network On-Device Learning on microcontrollersNadalini, Davide / Rusci, Manuele / Benini, Luca / Conti, Francesco et al. | 2023
- 227
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Cold-start item recommendation for representation learning based on heterogeneous information networks with fusion side informationLi, Meizi / Que, Weiqiao / Geng, Ziyao / Li, Maozhen / Kou, Zuliang / Chen, Jisheng / Guo, Chang / Zhang, Bo et al. | 2023
- 240
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PAGCL: An unsupervised graph poisoned attack for graph contrastive learning modelLi, Qing / Wang, Ziyue / Li, Zehao et al. | 2023
- 250
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In-depth analysis on parallel processing patterns for high-performance DataframesPerera, Niranda / Sarker, Arup Kumar / Staylor, Mills / von Laszewski, Gregor / Shan, Kaiying / Kamburugamuve, Supun / Widanage, Chathura / Abeykoon, Vibhatha / Kanewela, Thejaka Amila / Fox, Geoffrey et al. | 2023
- 265
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EPPSQ: Achieving efficient and privacy-preserving statistics queries over encrypted data in smart gridsLi, Beibei / Zhu, Ziqing / Zhang, Linghao / Chang, Zhengwei / Zhao, Liang / Kumar, Arun et al. | 2023
- 280
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Three-precision algebraic multigrid on GPUsTsai, Yu-Hsiang Mike / Beams, Natalie / Anzt, Hartwig et al. | 2023
- 294
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An improved WiFi sensing based indoor navigation with reconfigurable intelligent surfaces for 6G enabled IoT network and AI explainable use caseTaneja, Ashu / Rani, Shalli / Breñosa, Jose / Tolba, Amr / Kadry, Seifedine et al. | 2023
- 304
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Enabling efficient and secure health data sharing for Healthcare IoT systemsZhu, Liehuang / Xie, Yumeng / Zhou, Yuao / Fan, Qing / Zhang, Chuan / Liu, Ximeng et al. | 2023
- 317
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Vivace-Distributed: A novel congestion control mechanism for JointCloud environmentsShi, Jianzhi / Yi, Bo / Wang, Xingwei / Huang, Min / Li, Peichen / Zeng, Chao / Li, Keqin et al. | 2023
- 330
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An optimized feature extraction algorithm for abnormal network traffic detectionChen, Jinfu / Chen, Yuhao / Cai, Saihua / Yin, Shang / Zhao, Lingling / Zhang, Zikang et al. | 2023
- 343
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Scaling survival analysis in healthcare with federated survival forests: A comparative study on heart failure and breast cancer genomicsArchetti, Alberto / Ieva, Francesca / Matteucci, Matteo et al. | 2023
- 359
-
Enhancing iteration performance on distributed task-based workflowsBarcelo, Alex / Queralt, Anna / Cortes, Toni et al. | 2023
- 376
-
Energy consumption auditing based on a generative adversarial network for anomaly detection of robotic manipulatorsSong, Ge / Hong, Seong Hyeon / Kyzer, Tristan / Wang, Yi et al. | 2023
- 390
-
MIGTNet: Metapath Instance-based Graph Transformation Network for heterogeneous graph embeddingPark, Jongmin / Jeong, Soohwan / Lee, Byung Suk / Lim, Sungsu et al. | 2023
- 402
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Edge device-based real-time implementation of CycleGAN for the colorization of infrared videoHuang, Ruimin / Wang, Huaqiang / Huang, Xiaoqiao / Tai, Yonghang / Cheng, Feiyan / Shi, Junsheng et al. | 2023
- 416
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ARD-Stream: An adaptive radius density-based stream clusteringFaroughi, Azadeh / Boostani, Reza / Tajalizadeh, Hadi / Javidan, Reza et al. | 2023
- 432
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Layer-wise partitioning and merging for efficient and scalable deep learningAkintoye, S.B. / Han, L. / Lloyd, H. / Zhang, X. / Dancey, D. / Chen, H. / Zhang, D. et al. | 2023
- 445
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Efficient, secure and verifiable outsourcing scheme for SVD-based collaborative filtering recommender systemTao, Yunting / Kong, Fanyu / Shi, Yuliang / Yu, Jia / Zhang, Hanlin / Wang, Xiangyi et al. | 2023
- 455
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Toward a lightweight ASR solution for atypical speech on the edgeMulfari, Davide / Carnevale, Lorenzo / Villari, Massimo et al. | 2023
- 464
-
Investigating, quantifying and controlling the co-location attack’s conditional value at risk of VM placement strategiesThabet, Marwa / Hnich, Brahim / Berrima, Mouhebeddine et al. | 2023
- 478
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A reinforcement learning based routing protocol for software-defined networking enabled wireless sensor network forest fire detectionMoussa, Noureddine / Nurellari, Edmond / Azbeg, Kebira / Boulouz, Abdellah / Afdel, Karim / Koutti, Lahcen / Salah, Mohamed Ben / El Belrhiti El Alaoui, Abdelbaki et al. | 2023
- 494
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Teaching and learning “Digital Wellbeing”Monge Roffarello, Alberto / De Russis, Luigi et al. | 2023
- 509
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Graph contextualized self-attention network for software service sequential recommendationFu, Zixuan / Wang, Chenghua / Xu, Jiajie et al. | 2023
- 518
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Cohort-based kernel principal component analysis with Multi-path Service Routing in Federated LearningSikandar, Hira S. / Malik, Saif ur Rehman / Anjum, Adeel / Khan, Abid / Jeon, Gwanggil et al. | 2023
- 531
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Adaptive differential privacy in vertical federated learning for mobility forecastingErrounda, Fatima Zahra / Liu, Yan et al. | 2023
- 547
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Evaluating the spread of Omicron COVID-19 variant in SpainMerino, Miguel Guzman / Marinescu, Maria-Cristina / Cascajo, Alberto / Carretero, Jesus / Singh, David E. et al. | 2023
- 562
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One-pixel and X-pixel adversarial attacks based on smell bees optimization algorithmAli, Yamina Mohamed Ben et al. | 2023
- 577
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Enhancing heterogeneous mobile network management based on a well-founded reference ontologyTesolin, Julio Cesar Cardoso / Demori, André M. / Moura, David Fernandes Cruz / Cavalcanti, Maria Cláudia et al. | 2023
- 594
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Public libraries as a partner in digital innovation project: Designing a virtual reality experience to support digital literacyYlipulli, Johanna / Pouke, Matti / Ehrenberg, Nils / Keinonen, Turkka et al. | 2023
- 606
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TrustedMaaS: Transforming trust and transparency Mobility-as-a-Service with blockchainNguyen, Tri / Nguyen, Huong / Partala, Juha / Pirttikangas, Susanna et al. | 2023
- 622
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FastAiAlloc: A real-time multi-resources allocation framework proposal based on predictive model and multiple optimization strategiesde S. Oliveira, Marcos / Fernandes, Francisco Erivaldo Junior / Cerveny, Lukas / Miyazaki, Flávia Akemi / Neri, Leonardo Valeriano / da Silva, Alan / Bonafini, Beatriz Leandro / Alves, Victor Medeiros Outtes / de Lima, Órion Darshan Winter et al. | 2023
- 637
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SDN/NFV-based framework for autonomous defense against slow-rate DDoS attacks by using reinforcement learningYungaicela-Naula, Noe M. / Vargas-Rosales, Cesar / Pérez-Díaz, Jesús A. et al. | 2023
- 650
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Tunnel: Parallel-inducing sort for large string analyticsDu, Zhihui / Zhang, Sen / Bader, David A. et al. | 2023
- 664
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Complex online harms and the smart home: A scoping reviewOlabode, Shola / Owens, Rebecca / Zhang, Viana Nijia / Copilah-Ali, Jehana / Kolomeets, Maxim / Wu, Han / Malviya, Shrikant / Markeviciute, Karolina / Spiliotopoulos, Tasos / Neesham, Cristina et al. | 2023
- 679
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*-chain: A framework for automating the modeling of blockchain based supply chain tracing systemsBistarelli, Stefano / Faloci, Francesco / Mori, Paolo et al. | 2023
- 701
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A big data exploration approach to exploit in-vehicle data for smart road maintenanceBianchini, Devis / De Antonellis, Valeria / Garda, Massimiliano et al. | 2023
- 717
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7 J/inference end-to-end gesture recognition from dynamic vision sensor data using ternarized hybrid convolutional neural networksRutishauser, Georg / Scherer, Moritz / Fischer, Tim / Benini, Luca et al. | 2023
- ii
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Editorial Board| 2023