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Comparative Analysis of Building Insurance Prediction Using Some Machine Learning Algorithms
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2022-03)
In finance and management, insurance is a product that tends to reduce or eliminate in totality or partially the loss caused due to different risks. Various factors affect house insurance claims, some of which contribute ...
The Yield Curve as a Recession Leading Indicator. An Application for Gradient Boosting and Random Forest
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2022-03)
Most representative decision-tree ensemble methods have been used to examine the variable importance of Treasury term spreads to predict US economic recessions with a balance of generating rules for US economic recession ...
Finite Sample Properties of Parameterized Expectations Algorithm Solutions; Is the Length So Determinant?
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2022-03)
The solution of the Parameterized Expectations Algorithm (PEA) is well defined based on asymptotic properties. In practice, it depends on the specific replication of the exogenous shock(s) used for the resolution process. ...
Finding an Accurate Early Forecasting Model from Small Dataset: A Case of 2019-nCoV Novel Coronavirus Outbreak
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2020-03)
Epidemic is a rapid and wide spread of infectious disease threatening many lives and economy damages. It is important to fore-tell the epidemic lifetime so to decide on timely and remedic actions. These measures include ...
An Elitist Non-Dominated Multi-Objective Genetic Algorithm Based Temperature Aware Circuit Synthesis
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2020-12)
At sub-nanometre technology, temperature is one of the important design parameters to be taken care of during the target implementation for the circuit for its long term and reliable operation. High device package density ...
Multi-sense Embeddings Using Synonym Sets and Hypernym Information from Wordnet
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2020-12)
Word embedding approaches increased the efficiency of natural language processing (NLP) tasks. Traditional word embeddings though robust for many NLP activities, do not handle polysemy of words. The tasks of semantic ...
Intelligent Detection and Recovery from Cyberattacks for Small and Medium-Sized Enterprises
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2020-09)
Cyberattacks threaten continuously computer security in companies. These attacks evolve everyday, being more and more sophisticated and robust. In addition, they take advantage of security breaches in organizations and ...
No App is an Island: Collective Action and Sustainable Development Goal-Sensitive Design
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2021-03)
The transformation to the Digital Society presents a challenge to engineer ever more complex socio-technical systems in order to address wicked societal problems. Therefore, it is essential that these systems should be ...
A Holistic Methodology for Improved RFID Network Lifetime by Advanced Cluster Head Selection using Dragonfly Algorithm
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2020-06)
Radio Frequency Identification (RFID) networks usually require many tags along with readers and computation facilities. Those networks have limitations with respect to computing power and energy consumption. Thus, for ...
Time-Dependent Performance Prediction System for Early Insight in Learning Trends
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2020-06)
Performance prediction systems allow knowing the learning status of students during a term and produce estimations on future status, what is invaluable information for teachers. The majority of current systems statically ...