Blar i Institutt for informasjonsteknologi og kommunikasjon på emneord "VDP::Teknologi: 500::Informasjons- og kommunikasjonsteknologi: 550::Datateknologi: 551"
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Compression efficiency and Signal Distortion of common PCA bases for HRTF Modelling
(Chapter; Peer reviewed, 2021)Principal Component Analysis (PCA) has been often used for HRTF compression and individualization. However, there is significant variation in how the input matrix on which PCA is applied is constructed. Here, we study the ... -
Cybersecurity Deep: Approaches, Attacks Dataset, and Comparative Study
(Peer reviewed; Journal article, 2022)Cyber attacks are increasing rapidly due to advanced digital technologies used by hackers. In addition, cybercriminals are conducting cyber attacks, making cyber security a rapidly growing field. Although machine learning ... -
Data driven approaches for smart city planning and design: a case scenario on urban data management
(Peer reviewed; Journal article, 2023)Purpose Because of the use of digital technologies in smart cities, municipalities are increasingly facing issues related to urban data management and are seeking ways to exploit these huge amounts of data for the ... -
Decentralized brokered enabled ecosystem for data marketplace in smart cities towards a data sharing economy
(Peer reviewed; Journal article, 2023)Presently data are indispensably important as cities consider data as a commodity which can be traded to earn revenues. In urban environment, data generated from internet of things devices, smart meters, smart sensors, ... -
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 ... -
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 ... -
A Novel Data Augmentation Convolutional Neural Network for Detecting Malaria Parasite in Blood Smear Images
(Peer reviewed; Journal article, 2022)Malaria fever is a potentially fatal disease caused by the Plasmodium parasite. Identifying Plasmodium parasites in blood smear images can help diagnose malaria fever rapidly and precisely. According to the World Health ... -
Predicting COVID-19 cases in South Korea with all K-edited nearest neighbors noise filter and machine learning techniques
(Peer reviewed; Journal article, 2021)The application of machine learning techniques to the epidemiology of COVID-19 is a necessary measure that can be exploited to curtail the further spread of this endemic. Conventional techniques used to determine the ... -
UMUTeam at EmoEvalEs 2021: Emosjon Analysis for Spanish based on Explainable Linguistic Features and Transformers
(Peer reviewed; Journal article, 2021)Emotion Analysis extends the idea of Sentiment Analysis by shifting from plain positive or negative sentiments to a rich variety of emotions to get better understanding of the users’ thoughts and appraisals. The move from ... -
UMUTeam at EXIST 2021: Sexist Language Identification based on Linguistic Features and Transformers in Spanish and English
(Peer reviewed; Journal article, 2021)Sexism is harmful behaviour that can make women feel worthless promoting self-censorship and gender inequality. In the digital era, misogynists have found in social networks a place in which they can spread their oppressive ...