Buscar
Mostrando ítems 11-20 de 61
The Combination of Mammography and MRI for Diagnosing Breast Cancer Using Fuzzy NN and SVM
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2017-09)
Breast cancer is one of the common cancers among women so that early diagnosing of it can effectively help its treatment in this study, considering combination of Mammography and MRI pictures, we will try to recognize ...
Machine-Learning-Based No Show Prediction in Outpatient Visits
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2018-03)
A recurring problem in healthcare is the high percentage of patients who miss their appointment, be it a consultation or a hospital test. The present study seeks patient’s behavioural patterns that allow predicting the ...
Big Data and Health Economics: Opportunities, Challenges and Risks
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2018-03)
Big Data offers opportunities in many fields. Healthcare is not an exception. In this paper we summarize the possibilities of Big Data and Big Data technologies to offer useful information to policy makers. In a world with ...
Proposing a Machine Learning Approach to Analyze and Predict Employment and its Factors
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2018-09)
This paper presents an original study with the aim of propose and test a machine learning approach to research about employability and employment. To understand how the graduates get employed, researchers propose to build ...
A Low Cost and Computationally Efficient Approach for Occlusion Handling in Video Surveillance Systems
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2019-12)
In the development of intelligent video surveillance systems for tracking a vehicle, occlusions are one of the major challenges. It becomes difficult to retain features during occlusion especially in case of complete ...
Machine Learning Classifier Approach with Gaussian Process, Ensemble boosted Trees, SVM, and Linear Regression for 5G Signal Coverage Mapping
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2021-06)
This article offers a thorough analysis of the machine learning classifiers approaches for the collected Received Signal Strength Indicator (RSSI) samples which can be applied in predicting propagation loss, used for network ...
A Hybrid Approach for Android Malware Detection and Family Classification
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2021-06)
With the increase in the popularity of mobile devices, malicious applications targeting Android platform have greatly increased. Malware is coded so prudently that it has become very complicated to identify. The increase ...
Binary Multi-Verse Optimization (BMVO) Approaches for Feature Selection
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2020-03)
Multi-Verse Optimization (MVO) is one of the newest meta-heuristic optimization algorithms which imitates the theory of Multi-Verse in Physics and resembles the interaction among the various universes. In problem domains ...
A Novel Fog Computing Approach for Minimization of Latency in Healthcare using Machine Learning
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2021-09)
In the recent scenario, the most challenging requirements are to handle the massive generation of multimedia data from the Internet of Things (IoT) devices which becomes very difficult to handle only through the cloud. Fog ...
The Promotion of Graduate Programs through Clustering Prospective Students
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2019-09)
The promotion of academic programs, particularly at graduate levels, emerges as a response to market changes. In general, graduate programs are not a first order necessity which makes necessary the right promotion of such ...