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

A Survey on Passive Image Copy-Move Forgery Detection
Zhi Zhang, Chengyou Wang and Xiao Zhou
Page: 6~31, Vol. 14, No.1, 2018

Keywords: Copy-Move Forgery Detection (CMFD), Image Forensics, Image Tamper Detection, Passive Forgery Detection
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DeepAct: A Deep Neural Network Model for Activity Detection in Untrimmed Videos
Yeongtaek Song and Incheol Kim
Page: 150~161, Vol. 14, No.1, 2018

Keywords: Activity Detection, Bi-directional LSTM, Deep Neural Networks, Untrimmed Video
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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
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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
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Impact of Instance Selection on kNN-Based Text Categorization
Fatiha Barigou
Page: 418~434, Vol. 14, No.2, 2018

Keywords: Classification Accuracy, Classification Efficiency, Data Reduction, Instance Selection, k-Nearest Neighbors, Text Categorization
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GLIBP: Gradual Locality Integration of Binary Patterns for Scene Images Retrieval
Salah Bougueroua and Bachir Boucheham
Page: 469~486, Vol. 14, No.2, 2018

Keywords: CBIR, Elliptic-Region, Global Information, LBP, Local Information, Texture
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Analyzing Machine Learning Techniques for Fault Prediction Using Web Applications
Ruchika Malhotra and Anjali Sharma
Page: 751~770, Vol. 14, No.3, 2018

Keywords: Empirical Validation, Fault prediction, Machine Learning, Object-Oriented Metrics, Web Application Quality
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A Mixed Co-clustering Algorithm Based on Information Bottleneck
Yongli Liu, Tianyi Duan, Xing Wan and Hao Chao
Page: 1467~1486, Vol. 13, No.6, 2017

Keywords: Co-clustering, F-Measure, Fuzzy Clustering, Information Bottleneck, Objective Function
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Texture Image Retrieval Using DTCWT-SVD and Local Binary Pattern Features
Dayou Jiang and Jongweon Kim
Page: 1628~1639, Vol. 13, No.6, 2017

Keywords: Dual-Tree Complex Wavelet Transform, Image Retrieval, Local Binary Pattern, SVD, Texture Feature
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Fuzzy-Membership Based Writer Identification from Handwritten Devnagari Script
Rajiv Kumar, Kiran Kumar Ravulakollu and Rajesh Bhat
Page: 893~913, Vol. 13, No.4, 2017

Keywords: CPAR-2012, Devnagari, Fuzzy Membership, Handwritten Script, Writer Identification
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An Improved Cat Swarm Optimization Algorithm Based on Opposition-Based Learning and Cauchy Operator for Clustering
Yugal Kumar and G. Sahoo
Page: 1000~1013, Vol. 13, No.4, 2017

Keywords: Cat Swarm Optimization, Cauchy Mutation Operator, Clustering, Opposition-Based Learning, Particle Swarm Optimization
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An Improved Stereo Matching Algorithm with Robustness to Noise Based on Adaptive Support Weight
Ingyu Lee and Byungin Moon
Page: 256~267, Vol. 13, No.2, 2017

Keywords: Adaptive Census Transform, Adaptive Support Weight, Local Matching, Multiple Sparse Windows, Stereo Matching
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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
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Using Semantic Knowledge in the Uyghur-Chinese Person Name Transliteration
Alim Murat, Turghun Osman, Yating Yang, Xi Zhou, Lei Wang and Xiao Li
Page: 716~730, Vol. 13, No.4, 2017

Keywords: Gender, Language Origin, Semantic Knowledge-based Model, Transliteration of Person Name
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Weighted Local Naive Bayes Link Prediction
JieHua Wu, GuoJi Zhang, YaZhou Ren, XiaYan Zhang and Qiao Yang
Page: 914~927, Vol. 13, No.4, 2017

Keywords: Complex Network, Link Prediction, Naive Bayes Model, Weighted Network
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XSSClassifier: An Efficient XSS Attack Detection Approach Based on Machine Learning Classifier on SNSs
Shailendra Rathore, Pradip Kumar Sharma and Jong Hyuk Park
Page: 1014~1028, Vol. 13, No.4, 2017

Keywords: Cross-Site Scripting Attack Detection, Dataset, JavaScript, Machine Learning Classifier, Social Networking Services
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3D Segmentation for High-Resolution Image Datasets Using a Commercial Editing Tool in the IoT Environment
Koojoo Kwon and Byeong-Seok Shin
Page: 1126~1134, Vol. 13, No.5, 2017

Keywords: Segmentation, Large-Scale Image, Photo Editing, Visible Korean, Volume Rendering
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A Robust Fingerprint Matching System Using Orientation Features
Ravinder Kumar, Pravin Chandra and Madasu Hanmandlu
Page: 83~99, Vol. 12, No.1, 2016

Keywords: Circular ROI, Core Point Detection, Image-Based Fingerprint Matching, Orientation Features
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WebSHArk 1.0: A Benchmark Collection for Malicious Web Shell Detection
Jinsuk Kim, Dong-Hoon Yoo, Heejin Jang and Kimoon Jeong
Page: 229~238, Vol. 11, No.2, 2015

Keywords: Benchmark Test Collection, Malicious Web Application, Webshell, Web Shell Collection, Web Shell Detection
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A Maximum Entropy-Based Bio-Molecular Event Extraction Model that Considers Event Generation
Hyoung-Gyu Lee, So-Young Park, Hae-Chang Rim, Do-Gil Lee and Hong-Woo Chun
Page: 248~265, Vol. 11, No.2, 2015

Keywords: Bioinformatics, Event Extraction, Maximum Entropy, Text-Mining
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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
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Text Detection in Scene Images Based on Interest Points
Minh Hieu Nguyen and Gueesang Lee
Page: 528~537, Vol. 11, No.4, 2015

Keywords: Connected Component, Interest Point, Tensor Voting, Text Detection
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Event Detection on Motion Activities Using a Dynamic Grid
Jitdumrong Preechasuk and Punpiti Piamsa-nga
Page: 538~555, Vol. 11, No.4, 2015

Keywords: Dynamic Grid Feature, Event Detection, Event Patterns, Pedestrian Activities
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Probabilistic Models for Local Patterns Analysis
Khiat Salim, Belbachir Hafida and Rahal Sid Ahmed
Page: 145~161, Vol. 10, No.1, 2014
Keywords: Global Pattern, Maximum Entropy Method, Non-derivable Itemset, Itemset Inclusion-exclusion Model
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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
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Training-Free Fuzzy Logic Based Human Activity Recognition
Eunju Kim and Sumi Helal
Page: 335~354, Vol. 10, No.3, 2014
Keywords: Activity Semantic Knowledge, Fuzzy Logic, Human Activity Recognition, Multi-Layer Neural Network
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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
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Efficient Greedy Algorithms for Influence Maximization in Social Networks
Jiaguo Lv, Jingfeng Guo and Huixiao Ren
Page: 471~482, Vol. 10, No.3, 2014
Keywords: Greedy Algorithm, Influence Maximization, Social Network
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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
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A Regularity-Based Preprocessing Method for Collaborative Recommender Systems
Raciel Yera Toledo, Yailé Caballero Mota and Milton García Borroto
Page: 435~460, Vol. 9, No.3, 2013
Keywords: Collaborative Recommender Systems, Inconsistencies, Rating Regularities
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A Computational Intelligence Based Online Data Imputation Method: An Application For Banking
Kancherla Jonah Nishanth and Vadlamani Ravi
Page: 633~650, Vol. 9, No.4, 2013
Keywords: Data Imputation, General Regression Neural Network (GRNN), Evolving Clustering Method (ECM), Imputation, K-Medoids clustering, K-Means clustering, MLP
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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
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Fault Prediction Using Statistical and Machine Learning Methods for Improving Software Quality
Ruchika Malhotra and Ankita Jain
Page: 241~262, Vol. 8, No.2, 2012
Keywords: Empirical Validation, Object Oriented, Receiver Operating Characteristics, Statistical Methods, Machine Learning, Fault Prediction
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An Adaptive Workflow Scheduling Scheme Based on an Estimated Data Processing Rate for Next Generation Sequencing in Cloud Computing
Byungsang Kim, Chan-Hyun Youn, Yong-Sung Park, Yonggyu Lee and Wan Choi
Page: 555~566, Vol. 8, No.4, 2012
Keywords: Resource-Provisioning, Bio-Workflow Broker, Next-Generation Sequencing
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