School of Electronic Engineering and Computer Science: Recent submissions
Now showing items 1-20 of 3421
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Terahertz Dielectric Characterization of Three-Dimensional Organotypic Treated Basal Cell Carcinoma and Corresponding Double Debye Model
(2023-05-01)The potential of terahertz (THz) spectroscopy and imaging in skin cancer detection and mainly basal cell carcinoma (BCC), the most common type of skin cancer, was previously studied. Thanks to the significant absorption ... -
Serverless Computing: New Trends and Research Directions
(2023-05-12) -
QoS Analysis for Serverless Computing Using Machine Learning
(2023-05-12) -
A deep neural architecture for harmonizing 3-D input data analysis and decision making in medical imaging
(2023-07-14)Harmonizing the analysis of data, especially of 3-D image volumes, consisting of different number of slices and annotated per volume, is a significant problem in training and using deep neural networks in various applications, ... -
Modulation Extraction for LFO-driven Audio Effects
Low frequency oscillator (LFO) driven audio effects such as phaser, flanger, and chorus, modify an input signal using time-varying filters and delays, resulting in characteristic sweeping or widening effects. It has been ... -
Neutone - Real-time AI audio plugin for DAWs
(2022-11-15)When music and audio creators want to experiment with the latest AI technologies such as deep learning, there is currently a steep learning curve for programming in Python with libraries such as PyTorch and using dedicated ... -
Hardness in Markov Decision Processes: Theory and Practice
(2022-10-24) -
Fortaleza: The emergence of a network hub
(2023-01-18)Digitalisation, accelerated by the pandemic, has brought the opportunity for companies to expand their businesses beyond their geographic location and has considerably affected networks around the world. Cloud services ... -
HealthFaaS: AI based Smart Healthcare System for Heart Patients using Serverless Computing
Heart disease is one of the leading causes of death worldwide, and with early detection, mortality rates can be reduced. Well-known studies have shown that the latest Artificial Intelligence (AI) can be used to determine ... -
Few-shot Class-incremental Audio Classification Using Dynamically Expanded Classifier with Self-attention Modified Prototypes
Most existing methods for audio classification assume that the vocabulary of audio classes to be classified is fixed. When novel (unseen) audio classes appear, audio classification systems need to be retrained with abundant ... -
A Comparison Of Deep Learning MOS Predictors For Speech Synthesis Quality
(2023-06-13)Speech synthesis quality prediction has made remarkable progress with the development of supervised and self-supervised learning (SSL) MOS predictors but some aspects related to the data are still unclear and require further ... -
An embedded multichannel sound acquisition system for drone audition
(Institute of Electrical and Electronics Engineers, 2023-05-10)Microphone array techniques can improve the acoustic sensing performance on drones, compared to the use of a single microphone. However, multichannel sound acquisition systems are not available in current commercial drone ... -
DivClust: Controlling Diversity in Deep Clustering
(2023-06-18)Clustering has been a major research topic in the field of machine learning, one to which Deep Learning has recently been applied with significant success. However, an aspect of clustering that is not addressed by existing ...
