NDLI: Inducing oblique decision trees

Please wait, while we are loading the content...

2015 IEEE 13th International Symposium on Intelligent Systems and Informatics (SISY)

2014 IEEE 12th International Symposium on Intelligent Systems and Informatics (SISY)

General information

Table of contents

Welcome message from the general chairs

Order-type Henstock and McShane integrals in banach lattice setting

Construction of uninorms on bounded lattices

Semi-automatic analysis of algorithm complexity (Case study: Square-root computation)

Software application for analyzing ZigBee network performance in university courses

Comparison of different mobile WSN node localization techniques within the controlled microclimatic environment

Pedagogy, technology and organization

Approximation of Internet traffic in wavelet domain

Time resolution for defining an optimal path with neural networks and graph structuring

GeoQuesting: Mobile adventure game and web-based game editor

“One question per day” a mobile learning project

A new learning algorithm for a Fully Connected Fuzzy Inference System (F-CONFIS) with its application for computing learning capacity

Task scheduling in distributed volunteer computing systems

Applicability of the Maxwell-Kelvin model in soft tissue parameter estimation

Continuous output periodicity detector from accelerometer data in activity monitoring

Analysis of annual production of a multi-tilted PV system

Implementation of 3D ground contact model for uneven ground using SimMechanics

A small laboratory-scale experimental method and arrangement for investigating wavelength dependent irradiations of solar cells

Jensen type inequality for the pseudo-integral based on the smallest universal integral

A variant of two-step optimal fourth-order iterative method for solving nonlinear equation

Pseudo-supermodularity for the Choquet-like integrals

A note on the use of Choquet and Sugeno integrals in minimal and maximal covering location problems

MOOC — The educational revolution of the century

Theory exploration of sets represented as monotone lists

Advanced mobile communication and media devices and applications in the base of higher education

OptInv: Software as a service solution for inventory optimization

ICT ecosystem for advanced higher education

Evolutionary algorithm based 9DOF sensor board calibration

The application of the game theory on microeconomic problems illustrations

Comparison of various improved-partition fuzzy c-means clustering algorithms in fast color reduction

Petri net-based problem solving

Dynamic simulation of pneumatic muscle actuator in Matlab/Simulink environment

New way for application of engineering knowledge in higher education program

Structural and semantic markup of complaints: Case study of Serbian Judiciary

The performance of the investment return prediction models: Theory and evidence

Identification of the nonlinear dynamic model of sailplanes involving state estimation and image processing for actuator signal computation

Parameters adaptation of motion primitives for achieving more efficient humanoid walk

Review of the most successfully used cognitive architectures in robotics and a proposal for a new model of knowledge acquisition

Time optimal control of ground vehicles

Personal characteristics embedding possibilities into the risk assessment process

Inducing oblique decision trees

Crowd evacuation with family scenario expansion

A contemporary approach to postulates of consumer behavior models

Interval-valued Chebyshev, Hölder and Minkowski inequalities based on g-integrals

Decentralizing a cyber-physical workflow system with a cloud messaging system

Central g-moments of the order n for random variables

A specific spectroscopy of microscopic images with improved small object or artefact perception and manipulation

The AMB 8057-03 sensor node implementation in the SEMONT EMF monitoring system

Systems engineering methods for multidisciplinary product definition

Determination of the track parallelism of a sandwich panel producing machine

Experimental determination of the intervertebral stress

3D image quality assessment using Takagi-Sugeno-Kang fuzzy modele

Hypatia: An expert system proposal for documentation departments

Particle swarm optimization approach to discrete tomography reconstruction problems of binary matrices

Testing linear separability in classification of inflection rules

Analysis of packet loss prediction effects on the objective quality measures of Opus codec

Software system for broadcasting and monitoring traffic information

Modelling multiple REIT indices using TAR models based on aggregation functions

Using total correlation to discover related clusters of clinical chemistry parameters

2013 IEEE 11th International Symposium on Intelligent Systems and Informatics (SISY)

2012 IEEE 10th Jubilee International Symposium on Intelligent Systems and Informatics

2011 IEEE 9th International Symposium on Intelligent Systems and Informatics

IEEE 8th International Symposium on Intelligent Systems and Informatics

2009 7th International Symposium on Intelligent Systems and Informatics

2008 6th International Symposium on Intelligent Systems and Informatics

2007 5th International Symposium on Intelligent Systems and Informatics

Inducing oblique decision trees

Content Provider	IEEE Xplore Digital Library
Author	Struharik, R. Vranjkovic, V. Dautovic, S. Novak, L.
Copyright Year	2014
Description	Author affiliation: Dept. of Electron., Univ. of Novi Sad, Novi Sad, Serbia (Struharik, R.; Vranjkovic, V.; Dautovic, S.; Novak, L.)
Abstract	In this paper an application of evolutionary algorithm to oblique decision tree inference is presented. In the core of new decision tree inducing algorithm is the specific evolutionary algorithm called HereBoy. Performance of proposed HBDT algorithm is studied and compared with eight existing decision tree building algorithms using standard benchmark datasets obtained from the UCI Machine Learning Repository database. The results of experimental study indicate that the proposed HBDT algorithm compares very favorably with some of the previously proposed decision tree building algorithms.
Starting Page	257
Ending Page	262
File Size	235929
Page Count	6
File Format	PDF
ISBN	9781479959969
DOI	10.1109/SISY.2014.6923596
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2014-09-11
Publisher Place	Serbia
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Training Accuracy Impurities Buildings Evolutionary computation Classification algorithms Decision trees
Content Type	Text
Resource Type	Article

Central Library (ISO-9001:2015 Certified)
Indian Institute of Technology Kharagpur
Kharagpur, West Bengal, India | PIN - 721302

See location in the Map
03222 282435
Mail: support@ndl.gov.in

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in