Blar i Scientific Publications in Information and Communication Technology på tittel
Viser treff 229-248 av 689
-
Expert Q-learning: Deep Reinforcement Learning with Coarse State Values from Offline Expert Examples
(Peer reviewed; Journal article, 2022)In this article, we propose a novel algorithm for deep reinforcement learning named Expert Q-learning. Expert Q-learning is inspired by Dueling Q-learning and aims to incorporate semi-supervised learning into reinforcement ... -
An Exploration of Semi-supervised Text Classification
(Communications in Computer and Information Science;1600, Chapter; Peer reviewed, 2022)Good performance in supervised text classification is usually obtained with the use of large amounts of labeled training data. However, obtaining labeled data is often expensive and time-consuming. To overcome these ... -
Exploring Lightweight Deep Learning Solution for Malware Detection in IoT Constraint Environment
(Peer reviewed; Journal article, 2022): The present era is facing the industrial revolution. Machine-to-Machine (M2M) communication paradigm is becoming prevalent. Resultantly, the computational capabilities are being embedded in everyday objects called things. ... -
Exploring Multilingual Word Embedding Alignments in BERT Models: A Case Study of English and Norwegian
(Chapter; Peer reviewed, 2023)Contextual language models, such as transformers, can solve a wide range of language tasks ranging from text classification to question answering and machine translation. Like many deep learning models, the performance ... -
Exploring synchronization and lift suppression in fluid flow around vibrating cylinder: a parallel CFD and global optimization investigation
(Peer reviewed; Journal article, 2023)In this study, we employ a parallel Computational Fluid Dynamics (CFD) code integrated with the VTDIRECT95 algorithm, a parallel deterministic global optimization method, to conduct global optimization for an oscillating ... -
Exploring the Impact of Digital Global Governance through Affordance Theory: the Case of Climate Reporting
(Peer reviewed; Conference object, 2021)The world is facing global challenges, which has led to international policy development such as the Paris Agreement (the United Nations climate agreement). An important element of the Paris Agreement is reporting. As ... -
Exploring the mechanical, tribological, and morphological characteristics of areca fiber epoxy composites reinforced with various fillers for multifaceted applications
(Peer reviewed; Journal article, 2023)This investigation is primarily concerned with the effect of fly ash, basalt powder, and tungsten carbide (WC) on the mechanical, microstructural, and tribological behaviour of areca fiber-reinforced composites. The fillers ... -
Exploring the role of the sharing economy in disasters management
(Peer reviewed; Journal article, 2020) -
Extending the Tsetlin Machine With Integer-Weighted Clauses for Increased Interpretability
(Peer reviewed; Journal article, 2021) -
Face Inpainting via Nested Generative Adversarial Networks
(Peer reviewed; Journal article, 2019) -
Face Mask Detection Using Deep Convolutional Neural Network and MobileNetV2-Based Transfer Learning
(Peer reviewed; Journal article, 2022) -
Fall Detection Based on the Instantaneous Doppler Frequency : A Machine Learning Approach
(Chapter; Peer reviewed, 2019) -
Fast Distributed Subspace Projection via Graph Filters
(Chapter; Peer reviewed, 2018)A significant number of linear inference problems in wireless sensor networks can be solved by projecting the observed signal onto a given subspace. Decentralized approaches avoid the need for performing such an operation ... -
Fault-Tolerant Application-Specific Topology based NoC and its Prototype on an FPGA
(Peer reviewed; Journal article, 2021)Application-Specific Networks-on-Chips (ASNoCs) are suitable communication platforms for meeting current application requirements. Interconnection links are the primary components involved in communication between the ... -
Fault-Tolerant Network-on-Chip Design for Mesh-of-Tree Topology Using Particle Swarm Optimization
(Chapter; Peer reviewed, 2018) -
Fault-tolerant routing in adversarial mobile ad hoc networks: an efficient route estimation scheme for non-stationary environments
(Journal article; Peer reviewed, 2010)Designing routing schemes that would successfully operate in the presence of adversarial environments in Mobile Ad Hoc Networks (MANETs) is a challenging issue. In this paper, we discuss fault-tolerant routing schemes ... -
Federated transfer learning with orchard-optimized Conv-SGRU: A novel approach to secure and accurate photovoltaic power forecasting
(Peer reviewed; Journal article, 2023)Accurate photovoltaic (PV) power forecasting is pivotal for optimizing the integration of RES into the grid and guaranteeing proficient energy management. Concurrently, the sensitive nature of data obtained from individual ... -
Field Measurements and Parameter Calibrations of Propagation Model for Digital Audio Broadcasting in Norway
(Journal article; Peer reviewed, 2018) -
Fifth generation networking principles for a service driven future Internet architecture
(Journal article; Peer reviewed, 2011)The vision of all-IP networks where IP forms the simple common layer understandable across the whole network has undeniable advantages. However, such simplicity comes as a major hurdle to flexibility and functionality to ... -
FlashRL: A Reinforcement Learning Platform for Flash Games
(Journal article; Peer reviewed, 2017)