SDIWC Digital Library
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The Fourth International Conference on Artificial Intelligence and Pattern Recognition (AIPR2017)
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Mapping of Relational Schema to Ontology Model
The aim of this work is to transform Relational Database Management System (RDBMS) metadata to standard Ontology description. This work is also aimed at development and manipulation of Oracle RDBMS ...Authors: Ugochukwu Christian Aniagu
Year Published: Sep. 2017 | 1-10 | AIPR2017 -
Combined Neural Network Model for Real Estate Market Range Value Estimation
This article describes the neural network model for solving problem of real estate market valuation. Results of this approach were compared to the ones ofexisting algorithms for this problem. ...Authors: V. Yakubovskyi, Georgi Petrov Dimitrov, Oleksiy Bychkov, Galina Panayotova
Year Published: Sep. 2017 | 11-16 | AIPR2017 -
A Neural Network Approach for Attribute Significance Estimation
Attribute selection methods explore the interrelationship between the data to avoid less relevant attributes. Some selector methods are also able to estimate the significance rate of input ...Authors: Peter Italo De Battista, Alexander Buhmann, Yiannos Manoli
Year Published: Sep. 2017 | 21-25 | AIPR2017 -
Object Detection Method Using Invariant Feature Based on Local Hue Histogram in Divided Area of an Object Area
In recent years, human support robots have been receiving attention. Then, the robots are required to perform various tasks to support humans. Especially, an object detection task is important in ...Authors: Tomohiro Kanda, Kazuo Ikeshiro, Hiroki Imamura
Year Published: Sep. 2017 | 33-41 | AIPR2017 -
Handwriting Text/Non-Text Classification on Mobile Device
This paper is dedicated to classification of hand-written/drawn input made on screen of mobile devices into two classes: Text and Non-Text. A deep-learning solution using gated recurrent and ...Authors: Viacheslav Khomenko, Andriy Volkoviy, Illya Degtyarenko, Olga Radyvonenko
Year Published: Sep. 2017 | 42-49 | AIPR2017 -
Multi Feature Region Descriptor Based Active Contour Model for Person Tracking
In this paper, we propose a new region based active contour method for person tracking. The method combines multiple cues such as color, texture and shape information to track the objects. The ...Authors: Chadia Khraief, Faouezi Benzarti, Hamid Amiri
Year Published: Sep. 2017 | 50-57 | AIPR2017 -
Approaches for Optimization of WEB Pages Loading via Analysis of the Speed of Requests to the Database
In the current article and analysis, we have provided recommendations for decreasing the speed of web page loading. The biggest reason for this is very frequently not the system overload or the ...Authors: Georgi Petrov Dimitrov, Galina Panayotova, Iva Kostadinova
Year Published: Sep. 2017 | 58-63 | AIPR2017 -
Continuous GA-based Optimization of Order-Up-To Inventory Policy in Logistic Networks for Achieving High Service Rate
The paper addresses the problem of efficient goods distribution in logistic networks having a mesh structure. The transfer of goods takes place among the interconnected nodes with non-negligible ...Authors: Przemyslaw Ignaciuk, Lukasz Wieczorek
Year Published: Sep. 2017 | 70-75 | AIPR2017 -
Fusing Geometric and Appearance-based Features for Glaucoma Diagnosis
In this paper, we propose to fuse geometric and appearance-based features at the feature-level for automatic glaucoma diagnosis. The cup-to-disc ratio and neuro-retinal rim width variation are ...Authors: Kangrok Oh, Jooyoung Kim, Sangchul Yoon, Kyoung Yul Seo
Year Published: Sep. 2017 | 76-85 | AIPR2017 -
Classification and Data Analysis for Modeling Selected Colon Diseases
Nowadays analyzing the vast amount of data, including medical ones, whose numbers are growing at a rapid rate, it becomes a very important task. Therefore, it is needed to find new tools, which will ...Authors: Anna Kasperczuk, Agnieszka Dardzinska
Year Published: Sep. 2017 | 86-91 | AIPR2017 -
Study on Route Setting and Movement Based on 3D Map Generation by Robot in Hydroponics Managing System
We propose an efficient hydroponics mana-gement system where farmers (users) can cultivate their fields by operating a mobile robot in remote locations. This system can reflect users’requests, thus ...Authors: Koji Mukai, Kazuo Ikeshiro, Hiroki Imamura
Year Published: Sep. 2017 | 92-97 | AIPR2017 -
Construction of Audio Corpus of Non-Native English Dialects -Arabs speakers-
Speech recognition for the academic and standard languages has achieved a great development, but in the face of the multiple dialects with their differences, there is still a noticeable lack of ...Authors: Sara Chellali, Soumaya Al-Maadeed, Muhammad Asim, Maamar Ahfir, Khald Walid Hidouci
Year Published: Sep. 2017 | 98-102 | AIPR2017