IJARAI Vol. 2 Issue 3 (2013)

1

Adaptive Group Organization Cooperative Evolutionary Algorithm for TSK-type Neural Fuzzy Networks Design

Author 1: Sheng-Fuu Lin Author 2: Jyun-Wei Chang

This paper proposes a novel adaptive group organization cooperative evolutionary algorithm (AGOCEA) for TSK-type neural fuzzy networks design. The proposed AGOCEA uses group-based cooperative evolutionary algorithm and self-organizing technique to automatically design neural fuzzy networks. The group-based evolutionary divided populations to several groups and each group can evolve itself. In… Read full abstract & cite →

TSK-type Neural Fuzzy Networks Evolutionary Algorithm Group based Symbiotic Self Organization System Identification

Abstract doi.org/10.14569/IJARAI.2013.020301 PDF

2

Color Radiomap Interpolation for Efficient Fingerprint WiFi-based Indoor Location Estimation

Author 1: Kohei Arai Author 2: Herman Tolle

Indoor location estimation system based on existing 802.11 signal strength is becoming increasingly prevalent in the area of mobility and ubiquity. The user-based location determination system utilizes the information of the Signal Strength (SS) received from the surrounding Access Points (APs) to determine the user position. In this paper, we… Read full abstract & cite →

network indoor localization radio map user monitoring location estimation

Abstract doi.org/10.14569/IJARAI.2013.020302 PDF

3

Content Based Image Retrieval by using Multi Layer Centroid Contour Distance

Author 1: Kohei Arai Author 2: Cahya Rahmad

In this paper we present a new approach to measuring similarity between two shape of object. In conventional method, centroid contour distance (CCD) is formed by measuring distance between centroid (center) and boundary of object, but this method cannot capture if an object have multiple boundary in the same angle… Read full abstract & cite →

Content based Image Retrieval CCD MLCCD

Abstract doi.org/10.14569/IJARAI.2013.020303 PDF

4

Predicting Quality of Answer in Collaborative Q/A Community

Author 1: Kohei Arai Author 2: ANIK Nur Handayani

Community Question Answering (CQA) services have emerged allowing information seekers pose their information need which is questions and receive answers from their fellow users, also participate in evaluating the questions or answers in a variety of topics. Within this community information seekers could interact and get information from a wide… Read full abstract & cite →

component Collaborative diversity of information questions answers predict non-textual feature

Abstract doi.org/10.14569/IJARAI.2013.020304 PDF

5

Rice Crop Field Monitoring System with Radio Controlled Helicopter Based Near Infrared Cameras Through Nitrogen Content Estimation and Its Distribution Monitoring

Author 1: Kohei Arai Author 2: Yuko Miura Author 3: Osamu Shigetomi Author 4: Hideaki Munemoto

Rice crop field monitoring system with radio controlled helicopter based near infrared cameras is proposed together with nitrogen content estimation method for monitoring its distribution in the field in concern. Through experiments at the Saga Prefectural Agricultural Research Institute: SPARI, it is found that the proposed system works well for… Read full abstract & cite →

radio controlled helicopter near infrared camera nitrogen content in the rice crop leaves remote sensing

Abstract doi.org/10.14569/IJARAI.2013.020305 PDF

6

Regressive Analysis on Leaf Nitrogen Content and Near Infrared Reflectance and Its Application for Agricultural Farm Monitoring with Helicopter Mounted Near Infrared Camera

Author 1: Kohei Arai Author 2: Sadayuki Akaisi Author 3: Hideo Miyazaki Author 4: Yasuyuki Watabe

Method for evaluation of nitrogen richness of tealeaves with near infrared reflectance is proposed. Also tea farm monitoring with helicopter mounted near infrared camera is proposed. Through experiments and regressive analysis, it is found that the proposed method and monitoring system is validated. Read full abstract & cite →

regressive analysis nitrogen content tealeaves near infrared cameras t

Abstract doi.org/10.14569/IJARAI.2013.020306 PDF

7

A Knowledge-Based System Approach for Extracting Abstractions from Service Oriented Architecture Artifacts

Author 1: George Goehring Author 2: Thomas Reichherzer Author 3: Eman El-Sheikh Author 4: Dallas Snider Author 5: Norman Wilde Author 6: Sikha Bagui Author 7: John Coffey Author 8: Laura J. White

Rule-based methods have traditionally been applied to develop knowledge-based systems that replicate expert performance on a deep but narrow problem domain. Knowledge engineers capture expert knowledge and encode it as a set of rules for automating the expert’s reasoning process to solve problems in a variety of domains. We describe… Read full abstract & cite →

expertise rule-based system knowledge-based system service oriented architecture SOA software maintenance search tool.

Abstract doi.org/10.14569/IJARAI.2013.020307 PDF

8

Evolutionary Approaches to Expensive Optimisation

Author 1: Maumita Bhattacharya

Surrogate assisted evolutionary algorithms (EA) are rapidly gaining popularity where applications of EA in complex real world problem domains are concerned. Although EAs are powerful global optimizers, finding optimal solution to complex high dimensional, multimodal problems often require very expensive fitness function evaluations. Needless to say, this could brand any… Read full abstract & cite →

Optimization Evolutionary Algorithm Approximation Model Fitness Approximation Meta-model Surrogate

Abstract doi.org/10.14569/IJARAI.2013.020308 PDF

9

Identification of Ornamental Plant Functioned as Medicinal Plant Based on Redundant Discrete Wavelet Transformation

Author 1: Kohei Arai Author 2: Indra Nugraha Abdullah Author 3: Hiroshi Okumura

Human has a duty to preserve the nature. One of the examples is preserving the ornamental plant. Huge economic value of plant trading, escalating esthetical value of one space and medicine efficacy that contained in a plant are some positive values from this plant. However, only few people know about… Read full abstract & cite →

Identification ornamental plant leaf wavelet DWT Redundant DWT SVM.

Abstract doi.org/10.14569/IJARAI.2013.020309 PDF

10

Robot Path Planning using An Ant Colony Optimization Approach:A Survey

Author 1: Alpa Reshamwala Author 2: Deepika P Vinchurkar

Path planning problem, is a challenging topic in robotics. Indeed, a significant amount of research has been devoted to this problem in recent years. The ant colony optimization algorithm is another approach to solve this problem. Each ant drops a quantity of artificial pheromone on every point that the ant… Read full abstract & cite →

Path planning Ant colony algorithm collision avoidance.

Abstract doi.org/10.14569/IJARAI.2013.020310 PDF

11

Vibration Control of MR Damper Landing Gear

Author 1: Disha Saxena Author 2: Harsh Rathore

In the field of Automation, Fuzzy Control Fuzzy control has significant merits which are utilized in intelligent controllers, especially for vibration control systems. This paper is concerned with the application aspects of the developed MR damper for landing gear system, to attenuate the sustained vibrations during the landing phase. Also… Read full abstract & cite →

Magneto-Rheological (MR) damper Proportional Integral Derivative (PID) Controller Fuzzy Logic Controller (FLC)

Abstract doi.org/10.14569/IJARAI.2013.020311 PDF

12

Decision Making and Emergency Communication System in Rescue Simulation for People with Disabilities

Author 1: Kohei Arai Author 2: Tran Xuan Sang

Decision making and emergency communication system play important roles in rescue process when emergency situations happen. The rescue process will be more effective if we have appropriate decision making method and accessible emergency communication system. In this paper, we propose a centralized rescue model for people with disabilities. The decision… Read full abstract & cite →

Rescue Simulation for people with disablities GIS Multi Agent-based Rescue Simulation Auction based Decision Making

Abstract doi.org/10.14569/IJARAI.2013.020312 PDF

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