IJARAI Vol. 5 Issue 9 (2016)

Open Access | | 5 papers

Copyright Statement: This is an open access publication licensed under a Creative Commons Attribution 4.0 International License, which permits unrestricted use, distribution, and reproduction in any medium, even commercially as long as the original work is properly cited.

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A Rank Aggregation Algorithm for Ensemble of Multiple Feature Selection Techniques in Credit Risk Evaluation

Author 1: Shashi Dahiya Author 2: S.S Handa Author 3: N.P Singh

In credit risk evaluation the accuracy of a classifier is very significant for classifying the high-risk loan applicants correctly. Feature selection is one way of improving the accuracy of a classifier. It provides the classifier with important and relevant features for model development. This study uses the ensemble of multiple… Read full abstract & cite →

Classification Credit Risk Feature Selection Ensemble Rank Aggregation Bagging

Abstract doi.org/10.14569/IJARAI.2016.050901 PDF

Pursuit Reinforcement Competitive Learning: PRCL based Online Clustering with Tracking Algorithm and its Application to Image Retrieval

Author 1: Kohei Arai

Pursuit Reinforcement guided Competitive Learning: PRCL based on relatively fast online clustering that allows grouping the data in concern into several clusters when the number of data and distribution of data are varied of reinforcement guided competitive learning is proposed. One of applications of the proposed method is image portion… Read full abstract & cite →

Pursuit Reinforcement Guided Competitive Learning Reinforcement Guided Competitive Learning Sustained Reinforcement Guided Competitive Learning Vector Quantization Learning Automata

Abstract doi.org/10.14569/IJARAI.2016.050902 PDF

Direction for Artificial Intelligence to Achieve Sapiency Inspired by Homo Sapiens

Author 1: Mahmud Arif Pavel

Artificial intelligence technology has developed significantly in the past decades. Although many computational programs are able to approximate many cognitive abilities of Homo sapiens, the intelligence and sapience level of these programs are not even close to Homo sapiens. Rather than developing a computational system with the intelligent or sapient… Read full abstract & cite →

artificial sapience sapient agent artificial intelligence bio-inspired AI

Abstract doi.org/10.14569/IJARAI.2016.050903 PDF

Prediction of Employee Turnover in Organizations using Machine Learning Algorithms

Author 1: Rohit Punnoose Author 2: Pankaj Ajit

Employee turnover has been identified as a key issue for organizations because of its adverse impact on work place productivity and long term growth strategies. To solve this problem, organizations use machine learning techniques to predict employee turnover. Accurate predictions enable organizations to take action for retention or succession planning… Read full abstract & cite →

turnover prediction machine learning extreme gradient boosting supervised classification regularization

Abstract doi.org/10.14569/IJARAI.2016.050904 PDF

WSDF: Weighting of Signed Distance Function for Camera Motion Estimation in RGB-D Data

Author 1: Pham Minh Hoang Author 2: Vo Hoai Viet Author 3: Ly Quoc Ngoc

With the recent advent of the cost-effective Kinect, which can capture real-time high-resolution RGB and visual depth information, has opened an opportunity to significantly increase the capabilities of many automated vision based recognition including object/action classification, 3D reconstruction, etc… In this work, we address the camera motion estimation which is… Read full abstract & cite →

RGB-D data 3D Reconstruction SDF Camera Motion Estimation

Abstract doi.org/10.14569/IJARAI.2016.050905 PDF

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