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Efficient Gated Convolutional Recurrent Neural Networks for Real-Time Speech Enhancement
(International Journal of Interactive Multimedia and Artificial Intelligence, 2023-05)
Deep learning (DL) networks have grown into powerful alternatives for speech enhancement and have achieved excellent results by improving speech quality, intelligibility, and background noise suppression. Due to high ...
A Benchmark for the UEQ+ Framework: Construction of a Simple Tool to Quickly Interpret UEQ+ KPIs
(International Journal of Interactive Multimedia and Artificial Intelligence, 2023-05)
Questionnaires are a highly efficient method to compare the user experience (UX) of different interactive products or versions of a single product. Concretely, they allow us to evaluate the UX easily and to compare different ...
Real World Anomalous Scene Detection and Classification using Multilayer Deep Neural Networks
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2023-06)
Surveillance videos record malicious events in a locality utilizing various machine learning algorithms for detection. Deep-learning algorithms being the most prominent AI algorithms are data-hungry as well as computationally ...
HDDSS: An Enhanced Heart Disease Decision Support System using RFE-ABGNB Algorithm
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2023-06)
Heart disease is the leading cause of mortality globally. Heart disease refers to a range of disorders that affect the heart and blood vessels. The risks of developing heart disease become minimized if heart disease is ...
Multi-Agent and Fuzzy Inference-Based Framework for Traffic Light Optimization
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2023-06)
Despite the fact that agent technologies have widely gained popularity in distributed systems, their potential for advanced management of vehicle traffic has not been sufficiently explored. This paper presents a traffic ...
A Greedy Randomized Adaptive Search With Probabilistic Learning for solving the Uncapacitated Plant Cycle Location Problem
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2023-06)
In this paper, we address the Uncapacitated Plant Cycle Location Problem. It is a location-routing problem aimed at determining a subset of locations to set up plants dedicated to serving customers. We propose a mathematical ...
Local Model-Agnostic Explanations for Black-box Recommender Systems Using Interaction Graphs and Link Prediction Techniques
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2023-06)
Explanations in recommender systems are a requirement to improve users’ trust and experience. Traditionally, explanations in recommender systems are derived from their internal data regarding ratings, item features, and ...
RIADA: A Machine-Learning Based Infrastructure for Recognising the Emotions of Spotify Songs
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2023-06)
The music emotions can help to improve the personalization of services and contents offered by music streaming providers. Many research works based on the use of machine learning techniques have addressed the problem of ...
RGBeat: A Recoloring Algorithm for Deutan and Protan Dichromats
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2023-06)
Deutan and protan dichromats only see exactly two hues in the HSV color space, 240-blue (240o) and 60-yellow (60 o). Consequently, they see both reds and greens as yellows; therefore, they cannot distinguish reds from ...
Validity and Intra Rater Reliability of a New Device for Tongue Force Measurement
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2023-06)
Background. The tongue is made up of multiple muscles both extrinsic and intrinsic. The hyoid, jaw and maxillary complex contain the tongue, which hangs between these structures forming an important biomechanical system. ...