Search Word(s) in Title, Keywords, Authors, and Abstract: Classification

A Deep Belief Network for Electricity Utilisation Feature Analysis of Air Conditioners Using a Smart IoT Platform
Wei Song, Ning Feng, Yifei Tian, Simon Fong and Kyungeun Cho
Page: 162~175, Vol. 14, No.1, 2018

Keywords: Cloud Computing, Deep Belief Network, IoT, Power Conservation, Smart Metre
Show / Hide Abstract

Variations of AlexNet and GoogLeNet to Improve Korean Character Recognition Performance
Sang-Geol Lee, Yunsick Sung, Yeon-Gyu Kim and Eui-Young Cha
Page: 205~217, Vol. 14, No.1, 2018

Keywords: Classification, CNN, Deep Learning, Korean Character Recognition
Show / Hide Abstract

miRNA Pattern Discovery from Sequence Alignment
Xiaohan Sun and Junying Zhang
Page: 1527~1543, Vol. 13, No.6, 2017

Keywords: Deep Sequencing Data, miRNA, Pattern Discovery
Show / Hide Abstract

Generation of Finite Inductive, Pseudo Random, Binary Sequences
Paul Fisher, Nawaf Aljohani and Jinsuk Baek
Page: 1554~1574, Vol. 13, No.6, 2017

Keywords: Pseudo Random, Linear Shift Registers, Finite Induction, Graphs, Hamiltonian Cycles
Show / Hide Abstract

Detection of Microcalcification Using the Wavelet Based Adaptive Sigmoid Function and Neural Network
Sanjeev Kumar and Mahesh Chandra
Page: 703~715, Vol. 13, No.4, 2017

Keywords: Cascade-Forward Back Propagation Technique, Computer-Aided Diagnosis (CAD), Contrast Limited Adaptive Histogram Equalization (CLAHE), Gray-Level Co-Occurrence Matrix (GLCM), Mammographic Image Analysis Society (MIAS) Database, Modified Sigmoid Function
Show / Hide Abstract

A Hybrid Bacterial Foraging Optimization Algorithm and a Radial Basic Function Network for Image Classification
Yasmina Teldja Amghar and Hadria Fizazi
Page: 215~235, Vol. 13, No.2, 2017

Keywords: Bacterial Foraging Optimization Algorithm, Hybrid, Image Classification, Radial Basic Function
Show / Hide Abstract

A Multi-Objective TRIBES/OC-SVM Approach for the Extraction of Areas of Interest from Satellite Images
Wafaa Benhabib and Hadria Fizazi
Page: 321~339, Vol. 13, No.2, 2017

Keywords: Image Classification, MO-TRIBES, OC-SVM, Remote Sensing
Show / Hide Abstract

Rough Set-Based Approach for Automatic Emotion Classification of Music
Babu Kaji Baniya and Joonwhoan Lee
Page: 400~416, Vol. 13, No.2, 2017

Keywords: Attributes, Covariance, Discretize, Rough Set, Rules
Show / Hide Abstract

A Detailed Analysis of Classifier Ensembles for Intrusion Detection in Wireless Network
Bayu Adhi Tama and Kyung-Hyune Rhee
Page: 1203~1212, Vol. 13, No.5, 2017

Keywords: Classifier Ensembles, Classifier’s Significance, Intrusion Detection Systems (IDSs), Wireless Network
Show / Hide Abstract

Nearest Neighbor Based Prototype Classification Preserving Class Regions
Doosung Hwang and Daewon Kim
Page: 1345~1357, Vol. 13, No.5, 2017

Keywords: Class Prototype, Dissimilarity, Greedy Method, Nearest-Neighbor Rule, Set Cover Optimization
Show / Hide Abstract

Content-based Image Retrieval Using Texture Features Extracted from Local Energy and Local Correlation of Gabor Transformed Images
Hee-Hyung Bu, Nam-Chul Kim, Bae-Ho Lee and Sung-Ho Kim
Page: 1372~1381, Vol. 13, No.5, 2017

Keywords: Content-based Image Retrieval, Gabor Transformation, Local Energy, Local Correlation, Texture Feature
Show / Hide Abstract

The Effects of Industry Classification on a Successful ERP Implementation Model
Sangmin Lee and Dongho Kim
Page: 169~181, Vol. 12, No.1, 2016

Keywords: Enterprise Applications, Enterprise Resource Planning, ERP Industry, ERP Succe
Show / Hide Abstract

Age Invariant Face Recognition Based on DCT Feature Extraction and Kernel Fisher Analysis
Leila Boussaad, Mohamed Benmohammed and Redha Benzid
Page: 392~409, Vol. 12, No.3, 2016

Keywords: Active Appearance Model, Age-Invariant, Face Recognition, Kernel Fisher Analysis, 2D-Discrete Cosine Transform
Show / Hide Abstract

Homogeneous and Non-homogeneous Polynomial Based Eigenspaces to Extract the Features on Facial Images
Arif Muntasa
Page: 591~611, Vol. 12, No.4, 2016

Keywords: Eigenspaces, Feature Extraction, Homogeneous, Non-homogeneous
Show / Hide Abstract

Learning to Prevent Inactive Student of Indonesia Open University
Bayu Adhi Tama
Page: 165~172, Vol. 11, No.2, 2015

Keywords: Educational Data Mining, Ensemble Techniques, Inactive Student, Open University
Show / Hide Abstract

A Dataset of Online Handwritten Assamese Characters
Udayan Baruah and Shyamanta M. Hazarika
Page: 325~341, Vol. 11, No.3, 2015

Keywords: Assamese, Character Recognition, Dataset Collection, Data Verification, Online Handwriting, Support Vector Machine
Show / Hide Abstract

Classification of Textured Images Based on Discrete Wavelet Transform and Information Fusion
Chaimae Anibou, Mohammed Nabil Saidi and Driss Aboutajdine
Page: 421~437, Vol. 11, No.3, 2015

Keywords: Discrete Wavelet Transform, Feature Extraction, Fuzzy Set Theory, Information Fusion, Probability Theory, Segmentation, Supervised Classification
Show / Hide Abstract

A Lightweight and Effective Music Score Recognition on Mobile Phones
Tam Nguyen and Gueesang Lee
Page: 438~449, Vol. 11, No.3, 2015

Keywords: Mobile Camera, Music Score, SVM, Symbol Classification
Show / Hide Abstract

Default Prediction for Real Estate Companies with Imbalanced Dataset
Yuan-Xiang Dong , Zhi Xiao and Xue Xiao
Page: 314~333, Vol. 10, No.2, 2014
Keywords: Default prediction, Imbalanced dataset, Real estate listed companies, Minoritysample generation approach
Show / Hide Abstract

Extreme Learning Machine Ensemble Using Bagging for Facial Expression Recognition
Deepak Ghimire and Joonwhoan Lee
Page: 443~458, Vol. 10, No.3, 2014
Keywords: Bagging, Ensemble Learning, Extreme Learning Machine, Facial Expression Recognition, Histogram of Orientation Gradient
Show / Hide Abstract

Multimodal Biometric Using a Hierarchical Fusion of a Person’s Face, Voice, and Online Signature
Youssef Elmir, Zakaria Elberrichi and Réda Adjoudj
Page: 555~567, Vol. 10, No.4, 2014
Keywords: Hierarchical Fusion, LDA, Multimodal Biometric Fusion, PCA
Show / Hide Abstract

Optical Character Recognition for Hindi Language Using a Neural-network Approach
Divakar Yadav, Sonia Sánchez-Cuadrado and Jorge Morato
Page: 117~140, Vol. 9, No.1, 2013
Keywords: OCR, Pre-processing, Segmentation, Feature Vector, Classification, Artificial Neural Network (ANN)
Show / Hide Abstract

Region-Based Facial Expression Recognition in Still Images
Gawed M. Nagi, Rahmita Rahmat, Fatimah Khalid and Muhamad Taufik
Page: 173~188, Vol. 9, No.1, 2013
Keywords: Facial Expression Recognition (FER), Facial Features Detection, Facial Features Extraction, Cascade Classifier, LBP, One-Vs-Rest SVM
Show / Hide Abstract

Adaptive Cross-Device Gait Recognition Using a Mobile Accelerometer
Thang Hoang, Thuc Nguyen, Chuyen Luong, Son Do and Deokjai Choi
Page: 333~348, Vol. 9, No.2, 2013
Keywords: Gait Recognition, Mobile Security, Accelerometer, Pattern Recognition, Authentication, Identification, Signal Processing
Show / Hide Abstract

Classifying Malicious Web Pages by Using an Adaptive Support Vector Machine
Young Sup Hwang, Jin Baek Kwon, Jae Chan Moon and Seong Je Cho
Page: 395~404, Vol. 9, No.3, 2013
Keywords: adaptive classification, malicious web pages, support vector machine
Show / Hide Abstract

Opinion Bias Detection Based on Social Opinions for Twitter
A-Rong Kwon and Kyung-Soon Lee
Page: 538~547, Vol. 9, No.4, 2013
Keywords: Social opinion, Personal opinion, Bias detection, Sentiment, Target
Show / Hide Abstract

A Feature Selection-based Ensemble Method for Arrhythmia Classification
Erdenetuya Namsrai, Tsendsuren Munkhdalai, Meijing Li, Jung-Hoon Shin, Oyun-Erdene Namsrai and Keun Ho Ryu
Page: 31~40, Vol. 9, No.1, 2013
Keywords: Data Mining, Ensemble Method, Feature Selection, Arrhythmia Classification
Show / Hide Abstract

An Active Co-Training Algorithm for Biomedical Named-Entity Recognition
Tsendsuren Munkhdalai, Meijing Li, Unil Yun, Oyun-Erdene Namsrai and Keun Ho Ryu
Page: 575~588, Vol. 8, No.4, 2012
Keywords: Biomedical Named-Entity Recognition, Co-Training, Semi-Supervised Learning, Feature Processing, Text Mining
Show / Hide Abstract

An Approach to Art Collections Management and Content-based Recovery
Concepcion Perez de Celis Herrero, Jaime Lara Alvarez, Gustavo Cossio Aguilar and Maria J. Somodevilla Garcia
Page: 447~458, Vol. 7, No.3, 2011
Keywords: Search by Content, Faceted Classification, IT, Collections Management, Metadata, Information Retrieval
Show / Hide Abstract

A Survey of RFID Deployment and Security Issues
Amit Grover and Hal Berghel
Page: 561~580, Vol. 7, No.4, 2011
Keywords: RFID, RFID Standards, RFID Protocols, RFID Security, EPC structure, RFID Applications, RFID Classification
Show / Hide Abstract

Stream-based Biomedical Classification Algorithms for Analyzing Biosignals
Simon Fong, Yang Hang, Sabah Mohammed and Jinan Fiaidhi
Page: 717~732, Vol. 7, No.4, 2011
Keywords: Data Stream Mining, VFDT, OVFDT, C4.5 and Biomedical Domain
Show / Hide Abstract

A Classifiable Sub-Flow Selection Method for Traffic Classification in Mobile IP Networks
Akihiro Satoh, Toshiaki Osada, Toru Abe, Gen Kitagata, Norio Shiratori and Tetsuo Kinoshita
Page: 307~322, Vol. 6, No.3, 2010
Keywords: Mobile IP Network, Traffic Classification, Network Management, Traffic Engineering, Machine Learning
Show / Hide Abstract

A Dynamic Approach to Estimate Change Impact using Type of Change Propagation
Chetna Gupta, Yogesh Singh and Durg Singh Chauhan
Page: 597~608, Vol. 6, No.4, 2010
Keywords: Change Impact Analysis, Regression Testing, Software Maintenance, Software Testing
Show / Hide Abstract

SVD-LDA: A Combined Model for Text Classification
Nguyen Cao Truong Hai, Kyung-Im Kim and Hyuk-Ro Park
Page: 5~10, Vol. 5, No.1, 2009
Keywords: Latent Dirichlet Allocation, Singular Value Decomposition, Input Filtering, Text Classification, Data Preprocessing.
Show / Hide Abstract

An Efficient Web Ontology Storage Considering Hierarchical Knowledge for Jena-based Applications
Dongwon Jeong, Heeyoung Shin, Doo-Kwon Baik and Young-Sik Jeong
Page: 11~18, Vol. 5, No.1, 2009
Keywords: Ontology, Jena, OWL, Ontology, Storage, Hierarchical Structure
Show / Hide Abstract

Black Bridge: A Scatternet Formation Algorithm for Solving a New Emerging Problem
Minyi Guo, Yanqin Yang, Gongwei Zhang, Feilong Tang and Yao Shen
Page: 167~174, Vol. 5, No.4, 2009
Keywords: Bluetooth, Statternet Formation, Bluetooth Communication Protocol
Show / Hide Abstract

Inverted Index based Modified Version of KNN for Text Categorization
Taeho Jo
Page: 17~26, Vol. 4, No.1, 2008
Keywords: String Vector, K- Nearest Neighbor, Text Categorization
Show / Hide Abstract

Inverted Index based Modified Version of K-Means Algorithm for Text Clustering
Taeho Jo
Page: 67~76, Vol. 4, No.2, 2008
Keywords: String Vector, K Means Algorithm, Text Clustering
Show / Hide Abstract

Optimization of Domain-Independent Classification Framework for Mood Classification
Sung-Pil Choi, Yuchul Jung and Sung-Hyon Myaeng
Page: 73~81, Vol. 3, No.2, 2007
Keywords: Text Classification, Mood Categorization, Information Retrieval, Feature Selection, Text Classification Application
Show / Hide Abstract

Vehicle Classification by Road Lane Detection and Model Fitting Using a Surveillance Camera
Wook-Sun Shin, Doo-Heon Song and Chang-Hun Lee
Page: 52~57, Vol. 2, No.1, 2006
Keywords: Vehicle Type classification, Road Lane Detection, Model fitting, Vanishing Point, Machine Learning
Show / Hide Abstract

Robust Real-time Intrusion Detection System
Byung-Joo Kim and Il-Kon Kim
Page: 9~13, Vol. 1, No.1, 2005
Keywords: real-time IDS, kernel PCA. LS-SVM
Show / Hide Abstract

A Multiple Instance Learning Problem Approach Model to Anomaly Network Intrusion Detection
Ill-Young Weon, Doo-Heon Song, Sung-Bum Ko and Chang-Hoon Lee
Page: 14~21, Vol. 1, No.1, 2005
Keywords: Multiple Instance Learning Problem, Network Intrusion Detection, Anomaly Detection
Show / Hide Abstract

A Hierarchical Text Rating System for Objectionable Documents
Chi Yoon Jeong, Seung Wan Han and Taek Yong Nam
Page: 22~26, Vol. 1, No.1, 2005
Keywords: Objectionable documents, document analysis, text classification, hierarchical system, SVM
Show / Hide Abstract

A Hardware/Software Codesign for Image Processing in a Processor Based Embedded System for Vehicle Detection
Hosun Moon, Sunghwan Moon, Youngbin Seo and Yongdeak Kim
Page: 27~31, Vol. 1, No.1, 2005
Keywords: Embedded System, ITS, Image Processing, Vehicle Detect
Show / Hide Abstract

Two-Dimensional Qualitative Asset Analysis Method based on Business Process-Oriented Asset Evaluation
Jung-Ho Eom, Seon-Ho Park, Tae-Kyung Kim and Tai-Myoung Chung
Page: 79~85, Vol. 1, No.1, 2005
Keywords: Risk management, Risk Analysis, Asset analysis, 2-dimensional qualitative analysis
Show / Hide Abstract

A Statistic Correlation Analysis Algorithm Between Land Surface Temperature and Vegetation Index
Hyung Moo Kim, Beob Kyun Kim and Kang Soo You
Page: 102~106, Vol. 1, No.1, 2005
Keywords: LST, NDVI, Correlation Analysis, Landsat ETM+
Show / Hide Abstract