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Modified YOLOv4-DenseNet Algorithm for Detection of Ventricular Septal Defects in Ultrasound Images
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2021-09)
Doctors conventionally analyzed echocardiographic images for diagnosing congenital heart diseases (CHDs). However, this process is laborious and depends on the experience of the doctors. This study investigated the use of ...
An Effective Tool for the Experts' Recommendation Based on PROMETHEE II and Negotiation: Application to the Industrial Maintenance
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2021-06)
In this article, we propose an expert recommendation tool that relies on the skills of experts and their interventions in collaboration. This tool provides us with a list of the most appropriate (effective) experts to solve ...
Dynamic Generation of Investment Recommendations Using Grammatical Evolution
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2021-06)
The attainment of trading rules using Grammatical Evolution traditionally follows a static approach. A single rule is obtained and then used to generate investment recommendations over time. The main disadvantage of this ...
Smoke Test Planning using Answer Set Programming
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2021-03)
Smoke testing is an important method to increase stability and reliability of hardware- gramming, Testing depending systems. Due to concurrent access to the same physical resource and the impracticality of the use of ...
An Application of Declarative Languages in Distributed Architectures: ASP and DALI Microservices
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2021-03)
In this paper we introduce an approach to the possible adoption of Answer Set Programming (ASP) for the definition of microservices, which are a successful abstraction for designing distributed applications as suites of ...
Towards Multi-perspective Conformance Checking with Fuzzy Sets
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2021-03)
Nowadays organizations often need to employ data-driven techniques to audit their business processes and ensure they comply with laws and internal/external regulations. Failing in complying with the expected process behavior ...
Efficient and Robust Model Benchmarks with Item Response Theory and Adaptive Testing
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2021-03)
Progress in predictive machine learning is typically measured on the basis of performance comparisons on benchmark datasets. Traditionally these kinds of empirical evaluation are carried out on large numbers of datasets, ...
Assessing Lexical-Semantic Regularities in Portuguese Word Embeddings
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2021-03)
Models of word embeddings are often assessed when solving syntactic and semantic analogies. Among the latter, we are interested in relations that one would find in lexical-semantic knowledge bases like WordNet, also covered ...
Neural Scoring of Logical Inferences from Data using Feedback
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2021-03)
Insights derived from wearable sensors in smartwatches or sleep trackers can help users in approaching their healthy lifestyle goals. These insights should indicate significant inferences from user behaviour and their ...
A Generalized Wine Quality Prediction Framework by Evolutionary Algorithms
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2021-09)
Wine is an exciting and complex product with distinctive qualities that makes it different from other manufactured products. Therefore, the testing approach to determine the quality of wine is complex and diverse. Several ...