Prosjekter
Publikasjoner
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Vitenskapelig artikkelUnderstanding Federated Learning from IID to Non-IID dataset: An Experimental Study– NIKT: Norsk IKT-konferanse for forskning og utdanning 2024
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Vitenskapelig artikkelEquipping computational pathology systems with artifact processing pipelines: a showcase for computation and performance trade-offs– BMC Medical Informatics and Decision Making 2024
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Vitenskapelig artikkelGenetic Algorithm Empowering Unsupervised Learning for Optimizing Building Segmentation from Light Detection and Ranging Point Clouds– Remote Sensing 2024
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Vitenskapelig artikkelQoS Aware Virtual Network Embedding in Space-Air-Ground-Ocean Integrated Network– IEEE Transactions on Services Computing 2024
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Vitenskapelig artikkelProfit-Aware Cooperative Offloading in UAV-Enabled MEC Systems Using Lightweight Deep Reinforcement Learning– IEEE Internet of Things Journal 2024
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Vitenskapelig artikkelBuilding Precision: Efficient Encoder-Decoder Networks for Remote Sensing Based on Aerial RGB and LiDAR Data– IEEE Access 2024
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Vitenskapelig kapittelFlexible and secure code deployment in federated learning using large language models : Prompt engineering to enhance malicious code detection– 2024
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Vitenskapelig kapittelPrecision in Building Extraction: Comparing Shallow and Deep Models Using LiDAR Data– 2024
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Vitenskapelig kapittelTPMR : A novel method for automated identification of well pressure transients– 2023
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Vitenskapelig kapittelCross-domain knowledge discovery and sharing in digital subsurface based on federated learning– 2023
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KonferanseforedragSolving Nonlinear Conservation Laws of Partial Differential Equations Using Graph Neural Networks– Northern Lights Deep Learning Workshop 2023 2023
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KonferanseforedragA Survey on Dataset Distillation: Approaches, Applications and Future Directions– Thirty-Second International Joint Conference on Artificial Intelligence 2023
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KonferanseforedragTowards a Privacy-Preserving Distributed Cloud Service for Preprocessing Very Large Medical Images– 2023 IEEE International Conference on Digital Health (ICDH) 2023
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KonferanseforedragAn Isolation-aware Online Virtual Network Embedding via Deep Reinforcement Learning– 2023 IEEE/ACM 23rd International Symposium on Cluster, Cloud and Internet Computing Workshops 2023
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Vitenskapelig artikkelResource Allocation With Workload-Time Windows for Cloud-Based Software Services: A Deep Reinforcement Learning Approach– IEEE Transactions on Cloud Computing 2023
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Vitenskapelig artikkelJoint Trajectory and Energy Consumption Optimization Based on UAV Wireless Charging in Cloud Computing System– IEEE Transactions on Cloud Computing 2023
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Vitenskapelig artikkelLoad Balancing for Multiedge Collaboration in Wireless Metropolitan Area Networks: A Two-Stage Decision-Making Approach– IEEE Internet of Things Journal 2023
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KonferanseforedragCross-domain knowledge discovery and sharing in digital subsurface based on federated learning– International Conference on Ocean, Offshore and Arctic Engineering 2023
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Vitenskapelig kapittelTowards a privacy-preserving distributed cloud service for preprocessing very large medical images– 2023
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Vitenskapelig kapittelA Control Volume Material Balance Approach and Its Applications to Real-Time Flow Diagnostics– 2023
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Vitenskapelig kapittelAn isolation-aware online virtual network embedding via deep reinforcement learning– 2023
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Vitenskapelig artikkelSolving Nonlinear Conservation Laws of Partial Differential Equations Using Graph Neural Networks– Proceedings of the Northern Lights Deep Learning Workshop 2023
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Vitenskapelig artikkelPrivacy-Preserving Split Learning for Large-Scaled Vision Pre-Training– IEEE Transactions on Information Forensics and Security 2023
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Vitenskapelig oversiktsartikkelReview of Different Methods for Identification of Transients in Pressure Measurements by Permanent Downhole Gauges Installed in Wells– Energies 2023
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Vitenskapelig artikkelTime Controlled Expressive Predicate Query With Accountable Anonymity– IEEE Transactions on Services Computing 2023
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Vitenskapelig artikkelNewbornTime - improved newborn care based on video and artificial intelligence - study protocol– BMC Digital Health 2023
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Vitenskapelig artikkelImproved Gradient Inversion Attacks and Defenses in Federated Learning– IEEE Transactions on Big Data 2023
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Vitenskapelig artikkelNttpFL: Privacy-Preserving Oriented No Trusted Third Party Federated Learning System Based on Blockchain– IEEE Transactions on Network and Service Management 2022
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Vitenskapelig kapittelAnomaly Detection in Smart Meter Data for Preventing Potential Smart Grid Imbalance– 2022
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Vitenskapelig kapittelBlockchain Empowered and Self-sovereign Access Control System– 2022
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Vitenskapelig kapittelBlockchain-based Cross-organizational Workflow Platform– 2022
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Vitenskapelig kapittelNFT as a proof of digital ownership-reward system integrated to a secure distributed computing blockchain framework– 2022
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Vitenskapelig kapittelManaging Digital Objects with Decentralised Identifiers based on NFT-like schema– 2022
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KonferanseforedragTowards general deep leakage in federated learning– International Workshop on Trustable, Verifiable and Auditable Federated Learning in Conjunction with AAAI 2022 (FL-AAAI-22) 2022
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KonferanseforedragFederated Knowledge Cloud for Energy AI by the National Centre NCS2030 of Norway– The November Conference - Brazil and Norway 2022
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Vitenskapelig kapittelTOTEM SDK : an open toolset for token controlled computation managed by blockchain– 2022
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Vitenskapelig kapittelQuantifying the effect of color processing on blood and damaged tissue detection in Whole Slide Images– 2022
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Vitenskapelig artikkelGreen communication approach for the smart city using renewable energy systems– Energy Reports 2022
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Vitenskapelig artikkelOpenIaC: open infrastructure as code - the network is my computer– Journal of Cloud Computing 2022
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Vitenskapelig artikkelIntegrating big data and blockchain to manage energy smart grids—TOTEM framework– Blockchain: Research and Applications 2022
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Vitenskapelig artikkelSecurity Analysis and Improvement of a Redactable Consortium Blockchain for Industrial Internet-of-Things– Computer journal 2021
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Vitenskapelig artikkelDual Traceable Distributed Attribute-Based Searchable Encryption and Ownership Transfer– IEEE Transactions on Cloud Computing 2021
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Vitenskapelig artikkelDBFT: A Byzantine Fault Tolerance Protocol with Graceful Performance Degradation– IEEE Transactions on Dependable and Secure Computing 2021
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Vitenskapelig artikkelA Survey of Decentralizing Applications via Blockchain: The 5G and Beyond Perspective– IEEE Communications Surveys and Tutorials 2021
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AviskronikkUser controlled, decentralized, distributed, and secure content distribution– US Patent 2021
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AviskronikkMethod for Analyzing Data Using a Blockchain, a Data Provider and a Data Customer Therefor– US Patent 2021
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Vitenskapelig artikkelBlockchain-based prosumer incentivization for peak mitigation through temporal aggregation and contextual clustering– Blockchain: Research and Applications 2021
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Vitenskapelig artikkelBlockchain Based Transaction System with Fungible and Non-Fungible Tokens for a Community-Based Energy Infrastructure– Sensors 2021
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Vitenskapelig kapittelDID-eFed : Facilitating federated learning as a service with decentralized identities– 2021
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Vitenskapelig artikkelJoint computation offloading and deployment optimization in multi-UAV-enabled MEC systems– Peer-to-Peer Networking and Applications 2021
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Vitenskapelig artikkelAn Ensemble Approach for Multi-Step Ahead Energy Forecasting of Household Communities– IEEE Access 2021
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Vitenskapelig artikkelContractguard: Defend ethereum smart contract with embedded intrusion detection– Chinese Journal of Network and Information Security 2020
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Vitenskapelig kapittelA Trustworthy Blockchain-based DecentralisedResource Management System in the Cloud– 2020
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Vitenskapelig artikkelEnhanced Semantic-Aware Multi-Keyword Ranked Search Scheme Over Encrypted Cloud Data– IEEE Transactions on Cloud Computing 2020
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Vitenskapelig kapittelImproving Load Forecast Accuracy of Households Using Load Disaggregation Techniques– 2020
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Vitenskapelig artikkelBlockchain based Power Transaction Asynchronous Settlement System– IEEE Vehicular Technology Conference (VTC) 2020
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Vitenskapelig kapittelA blockchain-based distributed controllable electricity transaction match system– 2020
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Vitenskapelig kapittelDistributed computational framework in TOTEM architecture enabled by blockchain– 2020
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Vitenskapelig kapittelDistributed multi-factor electricity transaction match mechanism based on blockchain– 2020
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Vitenskapelig artikkelIntroducing a New Toolbox for Theory of Connection– International Journal of Simulation. Systems, Science and Technology 2020
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Vitenskapelig kapittelHousehold energy consumption prediction using evolutionary ensemble neural network– 2020
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Vitenskapelig kapittelDeep Learning for Short-Term Energy Load Forecasting Using Influential Factors– 2020
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Vitenskapelig kapittelEquipment Life Cycle Management Based on Private Blockchain and Smart Contract– 2020
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Vitenskapelig kapittelMethod to Solve a Privacy and Security Issue in Cloud for Energy Informatics– 2020
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Vitenskapelig artikkelQHSE : An efficient privacy-preserving scheme for blockchain-based transactions– Future Generation Computer Systems 2020
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Vitenskapelig artikkelRenewLedger : Renewable energy management powered by Hyperledger Fabric– Proceedings of the IEEE Symposium on Computers and Communications 2020
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Vitenskapelig kapittelDistributed Fog Computing Architecture for Real-Time Anomaly Detection in Smart Meter Data– 2020
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Vitenskapelig artikkelAdaptive Resource Allocation and Consolidation for Scientific Workflow Scheduling in Multi-Cloud Environments– IEEE Access 2020
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Vitenskapelig artikkelResource Allocation for Cloud-Based Software Services Using Prediction-Enabled Feedback Control With Reinforcement Learning– IEEE Transactions on Cloud Computing 2020
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Vitenskapelig artikkelPrivacy-Preserving Medical Treatment System Through Nondeterministic Finite Automata– IEEE Transactions on Cloud Computing 2020
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Vitenskapelig artikkelFog Computing for Realizing Smart Neighborhoods in Smart Grids– Computers 2020
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Vitenskapelig artikkelSecure data transportation with software-defined networking and k-n secret sharing for high-confidence IoT services– IEEE Internet of Things Journal 2020
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Faglig kapittelUtilization of Big Data in Energy Internet Infrastructure– 2020
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Faglig kapittelArtificial Intelligence Models Used for Prediction in the Energy Internet– 2020
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Vitenskapelig artikkelPSO-GA-Based Resource Allocation Strategy for Cloud-Based Software Services with Workload-Time Windows– IEEE Access 2020
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Vitenskapelig artikkelShort-Term Load Forecasting Using Smart Meter Data: A Generalization Analysis– Processes 2020
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Vitenskapelig artikkelTriangulum City Dashboard: An Interactive Data Analytic Platform for Visualizing Smart City Performance– Processes 2020
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Vitenskapelig artikkelDBFT: A Byzantine Fault Tolerant Protocol with Graceful Performance Degradation– Symposium on Reliable Distributed Systems. Proceedings 2019
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Vitenskapelig kapittelCloud Computing: History and Overview– 2019
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Vitenskapelig kapittelTOTEM : Token for controlled computation: Integrating Blockchain with Big Data– 2019
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Vitenskapelig kapittelTransactive Energy on Hyperledger Fabric– 2019
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Vitenskapelig kapittelSolving Scheduling Problems with Randomized and Parallelized Brute-Force Approach– 2019
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Vitenskapelig kapittelA Cost-efficient Protocol for Open Blockchains– 2019
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Vitenskapelig oversiktsartikkelA widespread review of smart grids towards smart cities– Energies 2019
