Blar i Scientific Publications in Information and Communication Technology på emneord "VDP::Teknologi: 500"
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Adaptive sparse representation of continuous input for tsetlin machines based on stochastic searching on the line
(Peer reviewed; Journal article, 2021) -
Anomaly Detection in Traffic Surveillance Videos Using Deep Learning
(Peer reviewed; Journal article, 2022)In the recent past, a huge number of cameras have been placed in a variety of public and private areas for the purposes of surveillance, the monitoring of abnormal human actions, and traffic surveillance. The detection and ... -
Automatic Generation of Personalized Recommendations in eCoaching
(Doctoral dissertations at the University of Agder; no. 421, Doctoral thesis, 2023)Denne avhandlingen omhandler eCoaching for personlig livsstilsstøtte i sanntid ved bruk av informasjons- og kommunikasjonsteknologi. Utfordringen er å designe, utvikle og teknisk evaluere en prototyp av en intelligent ... -
Automatic Relative Radiometric Normalization of Bi-Temporal Satellite Images Using a Coarse-to-Fine Pseudo-Invariant Features Selection and Fuzzy Integral Fusion Strategies
(Peer reviewed; Journal article, 2022)Relative radiometric normalization (RRN) is important for pre-processing and analyzing multitemporal remote sensing (RS) images. Multitemporal RS images usually include different land use/land cover (LULC) types; therefore, ... -
Balancing Profit, Risk, and Sustainability for Portfolio Management
(Chapter; Peer reviewed, 2022)Stock portfolio optimization is the process of continuous reallocation of funds to a selection of stocks. This is a particularly well-suited problem for reinforcement learning, as daily rewards are compounding and objective ... -
Classifying and Localizing Abnormalities in Brain MRI Using Channel Attention Based Semi-Bayesian Ensemble Voting Mechanism and Convolutional Auto-Encoder
(Peer reviewed; Journal article, 2023)Adults who have brain tumors face a serious and potentially fatal challenge since the tumors rapidly growing malignant cells can seriously impair their physiological ability. In clinical practice, imaging techniques such ... -
Creating a sustainable digital infrastructure: The role of service-oriented architecture
(Peer reviewed; Journal article, 2021)The United Nations’ goal of generating sustainable industry, innovation, and infrastructure is the point of departure for our reflective paper. The paper elaborates on the concepts of digital infrastructure, service-oriented ... -
Current Modulation Induced Stability in Laser Diode Under High Optical Feedback Strength
(Peer reviewed; Journal article, 2021)The back-reflection of emitted laser beam (optical feedback, also know as selfmixing) from various external interfaces are sufficient to cause instability, and prohibiting its use in various fields such as communication, ... -
DASMcC: Data Augmented SMOTE Multi-Class Classifier for Prediction of Cardiovascular Diseases Using Time Series Features
(Peer reviewed; Journal article, 2023)One of the leading causes of mortality worldwide is cardiovascular disease (CVD). Electrocardiography (ECG) is a noninvasive and cost-effective tool to diagnose the heart’s health. This study presents a multi-class classifier ... -
Design of Multiplexers for IoT-Based Applications Using Stub-Loaded Coupled-Line Resonators
(Peer reviewed; Journal article, 2023)This paper presents the design of microstrip-based multiplexers using stub-loaded coupled-line resonators. The proposed multiplexers consist of a diplexer and a triplexer, meticulously engineered to operate at specific ... -
Development of a Simulator for Prototyping Reinforcement Learning based Autonomous Cars
(Peer reviewed; Journal article, 2022)Autonomous driving is a research field that has received attention in recent years, with increasing applications of reinforcement learning (RL) algorithms. It is impractical to train an autonomous vehicle thoroughly in the ... -
Dielectric Modulated Bilayer Electrode Top Contact OTFT for Label Free Biosensing
(Peer reviewed; Journal article, 2023)In this paper, dielectric modulated bilayer electrodes top contact organic field effect transistor (DMBETC-OTFT) is investigated as a biosensing device for label-free detection of biomolecules. The nanocavity used for ... -
Effectively Predicting the Presence of Coronary Heart Disease Using Machine Learning Classifiers
(Peer reviewed; Journal article, 2022)Coronary heart disease is one of the major causes of deaths around the globe. Predicating a heart disease is one of the most challenging tasks in the field of clinical data analysis. Machine learning (ML) is useful in ... -
An Efficient Convolutional Neural Network with Transfer Learning for Malware Classification
(Peer reviewed; Journal article, 2022) -
Efficient Hardware Architectures for Accelerating Deep Neural Networks: Survey
(Peer reviewed; Journal article, 2022)In the modern-day era of technology, a paradigm shift has been witnessed in the areas involving applications of Artificial Intelligence (AI), Machine Learning (ML), and Deep Learning (DL). Specifically, Deep Neural Networks ... -
Enhancing Cardiovascular Disease Prediction via Hybrid Deep Learning Architectures : A Step Towards Smart Healthcare
(Chapter; Peer reviewed, 2023)Cardiovascular disease presents a serious and increasing global health challenge, making a substantial contribution to morbidity and mortality rates on a global scale. This research study presents a novel methodology for ... -
Estimation of Wind Turbine Performance Degradation with Deep Neural Networks
(Journal article; Peer reviewed, 2022)In this paper, we estimate the age-related performance degradation of a wind turbine working under Norwegian environment, based on a deep neural network model. Ten years of high-resolution operational data from a 2 MW wind ... -
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 ... -
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 ... -
Flexible Spare Core Placement in Torus Topology based NoCs and its validation on an FPGA
(Peer reviewed; Journal article, 2021)In the nano-scale era, Network-on-Chip (NoC) interconnection paradigm has gained importance to abide by the communication challenges in Chip Multi-Processors (CMPs). With increased integration density on CMPs, NoC components ...