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Editor's Note
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2022-06)
The International Journal of Interactive Multimedia and Artificial Intelligence – IJIMAI (ISSN 1989-1660) provides an interdisciplinary forum in which scientists and professionals can share their research results and report ...
A Feature Extraction Method Based on Feature Fusion and its Application in the Text-Driven Failure Diagnosis Field
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2020-12)
As a basic task in NLP (Natural Language Processing), feature extraction directly determines the quality of text clustering and text classification. However, the commonly used TF-IDF (Term Frequency & Inverse Document ...
A Diversity-Accuracy Measure for Homogenous Ensemble Selection
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2019-06)
Several selection methods in the literature are essentially based on an evaluation function that determines whether a model M contributes positively to boost the performances of the whole ensemble. In this paper, we propose ...
Humanoid Localization on Robocup Field using Corner Intersection and Geometric Distance Estimation
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2019-12)
In the humanoid competition field, identifying landmarks for localizing robots in a dynamic environment is of crucial importance. By convention, state-of-the-art humanoid vision systems rely on poles located outside the ...
Detection of Improperly Worn Face Masks using Deep Learning – A Preventive Measure Against the Spread of COVID-19
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2022-12)
Coronavirus disease 2019 has had a pressing impact on people all around the world. Ceasing the spread of this infectious disease is the urgent need of the hour. A vital method of protection against the virus is wearing ...
Teaching through Learning Analytics: Predicting Student Learning Profiles in a Physics Course at a Higher Education Institution
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2022-12)
Learning Analytics (LA) is increasingly used in Education to set prediction models from artificial intelligence to determine learning profiles. This study aims to determine to what extent K-nearest neighbor and random ...
Balance Your Work-Life: Personal Interactive Web-Interface
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2022-12)
The term work-life balance can be described as a path to manage stresses and burnouts in the workplace. In this Covid-19 pandemic, work-from-home practice includes both personal and professional spaces as employees, more ...
Planning and Allocation of Digital Learning Objects with Augmented Reality to Higher Education Students According to the VARK Model
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2018-09)
In the present research, the authors propose the planning, assignment and use of digital learning objects with augmented reality according to the learning style of students in higher education, according to the VARK Model. ...
Self-Organized Hybrid Wireless Sensor Network for Finding Randomly Moving Target in Unknown Environment
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2018-06)
Unknown target search, in an unknown environment, is a complex problem in Wireless Sensor Network (WSN). It does not have a linear solution when target’s location and searching space is unknown. For the past few years, ...
Driver Fatigue Detection using Mean Intensity, SVM, and SIFT
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2019-03)
Driver fatigue is one of the major causes of accidents. This has increased the need for driver fatigue detection mechanism in the vehicles to reduce human and vehicle loss during accidents. In the proposed scheme, we capture ...