Digital Library

KIPS Transactions on Software and Data Engineering, Vol. 5, No. 11, Nov. 2016


Real-Time License Plate Detection Based on Faster R-CNN
Dongsuk Lee, Sook Yoon, Jaehwan Lee, Dong Sun Park
KIPS Transactions on Software and Data Engineering, Vol. 5, No. 11, pp. 511-520, Nov. 2016
10.3745/KTSDE.2016.5.11.511
Keywords: License Plate, Convolutional Neural Network, Faster Region Based Convolutional Neural Network

A Design on Informal Big Data Topic Extraction System Based on Spark Framework
Kiejin Park
KIPS Transactions on Software and Data Engineering, Vol. 5, No. 11, pp. 521-526, Nov. 2016
10.3745/KTSDE.2016.5.11.521
Keywords: Topic Model, Machine Learning

Automated Scoring System for Korean Short-Answer Questions Using Predictability and Unanimity
Min-Ah Cheon, Chang-Hyun Kim, Jae-Hoon Kim, Eun-Hee Noh, Kyung-Hee Sung, Mi-Young Song
KIPS Transactions on Software and Data Engineering, Vol. 5, No. 11, pp. 527-534, Nov. 2016
10.3745/KTSDE.2016.5.11.527
Keywords: Machine Learning, Korean Automated-Scoring System, Unanimity, Predictability, Natural Language Processing

Coreference Resolution for Korean Using Random Forests
Seok-Won Jeong, MaengSik Choi, HarkSoo Kim
KIPS Transactions on Software and Data Engineering, Vol. 5, No. 11, pp. 535-540, Nov. 2016
10.3745/KTSDE.2016.5.11.535
Keywords: Coreference Resolution, Random Forest, Sieve-Guided Features

Linguistic Features Discrimination for Social Issue Risk Classification
Hyo-Jung Oh, Bo-Hyun Yun, Chan-Young Kim
KIPS Transactions on Software and Data Engineering, Vol. 5, No. 11, pp. 541-548, Nov. 2016
10.3745/KTSDE.2016.5.11.541
Keywords: Risk Detection, Text Classification, Linguistic Feature, Feature Discrimination, Word Embedding

Automatic Expansion of ConceptNet by Using Neural Tensor Networks
Yong Seok Choi, Gyoung Ho Lee, Kong Joo Lee
KIPS Transactions on Software and Data Engineering, Vol. 5, No. 11, pp. 549-554, Nov. 2016
10.3745/KTSDE.2016.5.11.549
Keywords: ConceptNet, Neural Tensor Networks, Recurrent Neural Networks

Korean Semantic Role Labeling Based on Suffix StructureAnalysis and Machine Learning
Miran Seok, Yu-Seop Kim
KIPS Transactions on Software and Data Engineering, Vol. 5, No. 11, pp. 555-562, Nov. 2016
10.3745/KTSDE.2016.5.11.555
Keywords: Semantic Role Labeling, Suffix Structure Analysis, Josa, Eomi, Machine Learning, Support Vector Machine, Conditional Random Fields

Word Sense Classification Using Support Vector Machines
Park Jun Hyeok, Lee Songwook
KIPS Transactions on Software and Data Engineering, Vol. 5, No. 11, pp. 563-568, Nov. 2016
10.3745/KTSDE.2016.5.11.563
Keywords: Word Sense Disambiguation, Muliti-Class Classification, Word Embedding, Support Vector Machine

MRSPAKE : A Web-Scale Spatial Knowledge Extractor Using Hadoop MapReduce
Seok-Jun Lee, In-Cheol Kim
KIPS Transactions on Software and Data Engineering, Vol. 5, No. 11, pp. 569-584, Nov. 2016
10.3745/KTSDE.2016.5.11.569
Keywords: Spatial Knowledge Extraction, Topological Relation, Directional Relation

On-Line Topic Segmentation Using Convolutional Neural Networks
Gyoung Ho Lee, Kong Joo Lee
KIPS Transactions on Software and Data Engineering, Vol. 5, No. 11, pp. 585-592, Nov. 2016
10.3745/KTSDE.2016.5.11.585
Keywords: Topic Segmentation, Convolutional Neural Network

Development of a Simulation Prediction System Using Statistical Machine Learning Techniques
Ki Yong Lee, YoonJae Shin, YeonJeong Choe, SeonJeong Kim, Young-Kyoon Suh, Jeong Hwan Sa, JongSuk Luth Lee, Kum Won Cho
KIPS Transactions on Software and Data Engineering, Vol. 5, No. 11, pp. 593-606, Nov. 2016
10.3745/KTSDE.2016.5.11.593
Keywords: Simulation, Simulation Result Prediction, Statistical Machine Learning

An Intelligent Fire Learning and Detection System Using Convolutional Neural Networks
Kyungjoo Cheoi, Minseong Jeon
KIPS Transactions on Software and Data Engineering, Vol. 5, No. 11, pp. 607-614, Nov. 2016
10.3745/KTSDE.2016.5.11.607
Keywords: Convolution Neural Network, Fire Learning, Fire Recognition