Blar i Fakultet for informasjonsteknologi, ingeniørfag og økonomi på tittel
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Machine Learning Approach for Forecast Analysis of Novel COVID-19 Scenarios in India
(Peer reviewed; Journal article, 2022)The novel coronavirus (nCOV) is a new strain that needs to be hindered from spreading by taking effective preventive measures as swiftly as possible. Timely forecasting of COVID-19 cases can ultimately support in making ... -
Machine learning approach for identifying suspicious uniform resource locators (URLs) on Reddit social network
(Peer reviewed; Journal article, 2021)The applications and advantages of the Internet for real-time information sharing can never be over-emphasized. These great benefits are too numerous to mention but they are being seriously hampered and made vulnerable due ... -
Machine learning for optimizing daily COVID-19 vaccine dissemination to combat the pandemic
(Peer reviewed; Journal article, 2022)Introduction Vaccines are the most important instrument for bringing the pandemic to a close and saving lives and helping to reduce the risks of infection. It is important that everyone has equal access to immunizations ... -
Machine learning with word embedding for detecting web-services anti-patterns
(Peer reviewed; Journal article, 2023)Software design Anti-pattern is the common feedback to a recurring problem that is ineffective and has a high risk of failure. Early prediction of these Anti-patterns helps reduce the design process’s efforts, resources, ... -
A machine learning-based intrusion detection for detecting internet of things network attacks
(Peer reviewed; Journal article, 2022)The Internet of Things (IoT) refers to the collection of all those devices that could connect to the Internet to collect and share data. The introduction of varied devices continues to grow tremendously, posing new privacy ... -
Making Manipulatives for Mathematics Education
(Chapter; Peer reviewed, 2022)This paper describes the efforts of an interdisciplinary team of researchers as they collaborated to create a digital fabrication curriculum module for mathematics teacher education. The initial four-day workshop design ... -
Malignant skin melanoma detection using image augmentation by oversampling in nonlinear lower-dimensional embedding manifold
(Journal article, 2021)The continuous rise in skin cancer cases, especially in malignant melanoma, has resulted in a high mortality rate of the affected patients due to late detection. Some challenges affecting the success of skin cancer detection ... -
Managing the demand in a Micro Grid Based on Load shifting with Controllable Devices Using Hybrid WFS2ACSO Technique
(Peer reviewed; Journal article, 2022)The Demand Side Management (DSM) introduced in Smart Grid (SG), which depends on load shifting with huge number of devices is presented in this work. The proposed hybrid strategy is the joint implementation of Wingsuit ... -
Marine Predator Algorithm (MPA)-Based MPPT Technique for Solar PV Systems under Partial Shading Conditions
(Peer reviewed; Journal article, 2022)To satisfy global electrical energy requirements, photovoltaic (PV) energy is a promising source that can be obtained from the available alternative sources, but partial shading conditions (PSCs), which trap the local ... -
Mechanisms of Techno-Moral Change: A Taxonomy and Overview
(Peer reviewed; Journal article, 2023)The idea that technologies can change moral beliefs and practices is an old one. But how, exactly, does this happen? This paper builds on an emerging field of inquiry by developing a synoptic taxonomy of the mechanisms of ... -
Medical Internet-of-Things Based Breast Cancer Diagnosis Using Hyperparameter-Optimized Neural Networks
(Peer reviewed; Journal article, 2022)In today’s healthcare setting, the accurate and timely diagnosis of breast cancer is critical for recovery and treatment in the early stages. In recent years, the Internet of Things (IoT) has experienced a transformation ... -
Merging Systems Thinking with Entrepreneurship: Shifting Students’ Mindsets towards Crafting a More Sustainable Future
(Peer reviewed; Journal article, 2021)The major challenges confronting humanity are systemic in nature: climate change, pollution, poverty, and inequality. Entrepreneurship fails to tackle these challenges, and ‘creative destruction’ is mostly just leading to ... -
Mitigation of Complexity in Charging Station Allocation for EVs using Chaotic Harris Hawks Optimization Charge Scheduling Algorithm
(Peer reviewed; Journal article, 2023)The development of EV technology and EV migration is limited by various factors such as sizing of batteries, short driving ranges, optimal operations, and so on. The EV charging faces many difficulties such as waiting time, ... -
Modeling the Next Decade of Energy Sustainability: A Case of a Developing Country
(Peer reviewed; Journal article, 2022)The development of any country is closely related to its ability to provide access to electricity for productive labor. Many countries in sub-Saharan Africa have low electrification rates for commercial, industrial and ... -
Modelling and Performance Evaluation of ANFIS Controller-Based Bidirectional Power Management Scheme in Plug-in Electric Vehicles Integrated with Electric Grid
(Peer reviewed; Journal article, 2021)A bi-directional power exchange between the plug-in electric vehicle (PEV) and the AC electrical grid is necessary to perform the Vehicle to Grid (V2G) and Grid to Vehicle (G2V) operations. While performing these operations, ... -
Modified Complete Ensemble Empirical Mode Decomposition based HIF detection approach for microgrid system
(Peer reviewed; Journal article, 2022)Detection of high impedance fault (HIF) in an active distribution system is a challenging task. It is learned from the fault characteristics that detection and discrimination of HIF during different critical conditions is ... -
MSRF-Net: A Multi-Scale Residual Fusion Network for Biomedical Image Segmentation
(Peer reviewed; Journal article, 2021)Methods based on convolutional neural networks have improved the performance of biomedical image segmentation. However, most of these methods cannot efficiently segment objects of variable sizes and train on small and ... -
Neutral Point Clamped Transformerless Multilevel Converter for Grid-Connected Photovoltaic System
(Peer reviewed; Journal article, 2021)Transformer-less (TL) inverter topologies have elicited further special treatment in photo-voltaic (PV) power system as they provide high efficiency and low cost. Neutral point clamped (NPC) multilevel-inverter (MLI) ... -
A new optimized demand management system for smart grid-based residential buildings adopting renewable and storage energies
(Peer reviewed; Journal article, 2023)Demand Side Management (DSM) implies intelligently managing load appliances in a Smart Grid (SG). DSM programs help customers save money by reducing their electricity bills, minimizing the utility’s peak demand, and improving ... -
New Perspectives from International Visitors to Thailand
(Journal article, 2021)