Accepted Papers

Regular Papers

  • InferSpark: Statistical Inference at Scale
    Zhuoyue Zhao, Jialing Pei, Eric Lo, Kenny Zhu and Chris Liu
  • Unsupervised Method for Discovering Expert Traders on Social Trading Services
    Liu Zimao and Qiang Ma
  • Predicting Time-bounded Purchases During a Shopping Festival
    Muzhi Guan, Meeyoung Cha, Yong Li, Yue Wang and Jiajie Yu
  • Time Series Topic Transition based on Micro-Clustering
    Takako Hashimoto, Takeaki Uno, Tetsuji Kuboyama, Kilho Shin and Dave Shepard
  • A Downlink Resource Scheduling Strategy for URLLC Traffic
    Shashi Pandey, Madyan Alsenwi, Yan Kyaw Tun and Choong Seon Hong
  • Towards Robust Compressed Convolutional Neural Networks
    Arie Wahyu Wijayanto, Jun Jin Choong, Kaushalya Madhawa and Tsuyoshi Murata
  • Regular Expression Pattern Matching with Sliding Windows over Probabilistic Event Streams
    Kento Sugiura and Yoshiharu Ishikawa
  • IDEL: In-Database Neural Entity Linking
    Torsten Kilias, Alexander Löser, Felix Gers, Ying Zhang, Richard Koopmanschap and Martin Kersten
  • Disaggregate Hotel Evaluation by using Diverse Aspects from User Reviews
    Bidur Devkota, Chenyi Zhuang, Kyoung-Sook Kim and Hiroyuki Miyazaki
  • P-Index: A Novel Index Based on Prime Factorization for Similarity Search
    Jianquan Liu, Shoji Nishimura and Takuya Araki
  • Magic Cube Bloom Filter:Answering Membership Queries for Multiple Sets
    Zhouyi Sun, Siang Gao, Bingqing Liu, Yufei Wang, Tong Yang and Bin Cui
  • SPENT: A Successive POI Recommendation Method Using Similarity-based POI Embedding and Recurrent Neural Network with Temporal Influence
    Mu-Fan Wang, Yi-Shu Lu and Jiun-Long Huang
  • Topic Model-based Freshness Estimation Towards Diverse Tweet Recommendation
    Makoto Yokoyama and Qiang Ma
  • Calculation of Average Road Speed Based on Car-to-Car Messaging
    Ahmed Ramzy, Ahmed Awad, Amr A. Kamel, Osman Hegazy and Sherif Sakr
  • Road Segment Interpolation for Incomplete Road Data
    Yuya Sasaki, Jiahao Yu and Yoshiharu Ishikawa
  • Time Series Link Prediction using NMF
    Faith W. Mutinda, Atsuhiro Nakashima, Koh Takeuchi, Yuya Sasaki and Makoto Onizuka
  • An Optimization Scheme for Non-negative Matrix Factorization under Probability Constraints
    Hiroyoshi Ito and Toshiyuki Amagasa
  • Categorizing User Sessions at Pinterest
    Dorna Bandari, Shuo Xiang, Jolie Martin and Jure Leskovec
  • Route Recommendation with Dynamic User Preference on Road Networks
    Juwon Jung, Sehwa Park, Seog Park and Yongjune Kim
  • Predictive Query Processing Considering the Movement of Both User and Objects
    So-Hye Yoon, Sehwa Park, Taewan Kim, Jae Won Kim and Seog Park
  • Real-Time Facial Landmark Extraction Based on Cascaded Networks
    Hyeonwoo Kim, Hyungjoon Kim and Eenjun Hwang
  • An Efficient K-means based Multicast Routing Algorithm and Architecture for Spiking Neural Network Systems
    The H. Vu, Yuichi Okuyama and Ben Abdallah Abderazek
  • Force Arrow: a Novel Pseudo Haptic Interface for Weight Perception in Lifting Virtual Objects
    Jun Lee and Jee-In Kim
  • SpeechLens: A Visual Analytics Approach for Exploring Speech Strategies with Textural and Acoustic Features
    Linping Yuan, Yuanzhe Chen, Siwei Fu, Aoyu Wu and Huamin Qu
  • A Method for Analyzing Pick-up/Drop-off Distribution of Taxi Passengers' in Urban Areas Based on Dynamical Network View
    Yirong Zhou, Hao Chen, Ye Wu, Jiangjiang Wu, Jun Li and Luo Chen
  • Accelerating Deep Reinforcement Learning using Human Demonstration Data based on Dual Replay Buffer Management and Online Frame Skipping
    Sangho Yeo, Sangyoon Oh and Minsu Lee
  • Optimized Luminaire Allocation and Configuration with Luminaire Failure Compensation
    Chen-Shu Wang, Bo-Yi Li, Chao-Wei Yang, Wei-Chieh Lin, Shang-Chih Hung, Song-Bor Chiang and Chih-Hsuan Tsuei
  • Roo: Route Planning Algorithm for Ride Sharing Systems on Large-Scale Road Networks
    Bilong Shen, Bo Cao, Ying Zhao, Haojia Zuo, Weimin Zheng and Yan Huang
  • Accuracy Evaluation of Overlapping and Multi-resolution Clustering Algorithms on Large Datasets
    Artem Lutov, Mourad Khayati and Philippe Cudré-Mauroux
  • Hierarchical Topic Models for Expanding Category Hierarchies
    Kohei Yamamoto, Koji Eguchi and Atsuhiro Takasu
  • Efficient Encoding and Decoding Extended Geocodes for Massive Point Cloud Data
    Taehoon Kim, Jun Lee and Kyoung-Sook Kim
  • Query-focused Summarization Enhanced with Sentence Attention Mechanism
    Tasuku Kimura, Ryo Tagami and Hisashi Miyamori
  • Modified VS^3-NET for Reading Comprehension and Question Answering with No-answers
    Cheoneum Park and Changki Lee
  • Learning Representations from Healthcare Time Series Data for Unsupervised Anomaly Detection
    João Pereira and Margarida Silveira
  • Identification of Possible Common Causes by Intrinsic Dimension Estimation
    Jing Song, Satoshi Oyama and Masahito Kurihara
  • Voltage sag classification Based on PDT-SVM
    Haoyuan Sha, Chenyu Zhang, Mingming Shi and Jianyong Zheng
  • DeepFunNet: Deep Learning for Gene Functional Similarity Network Construction
    Sun Kim, Hongryul Ahn and Seunghyun Son
  • Cost and Latency Tradeoff in Mobile Edge Computing: A Distributed Game Approach
    Chit Wutyee Zaw, Nway Nway Ei, Han Yeo Reum Im, Yan Kyaw Tun and Choong Seon Hong
  • Improving Urban Traffic Speed Prediction Using Data Source Fusion and Deep Learning
    Aniekan Essien, Ilias Petrounias, Pedro Sampaio and Sandra Sampaio

Short Papers

  • Neural networks for compressing and classifying speaker-independent paralinguistic signals
    Seokhyun Byun, Seunghyun Yoon and Kyomin Jung
  • Decoding Two-Class Motor Imagery EEG with Capsule Networks
    Kwon-Woo Ha and Jinwoo Jeong
  • Evaluation of Stratified Validation in Neural Network Training with Imbalanced Data
    Tomoumi Takase, Satoshi Oyama and Masahito Kurihara
  • A Tale of Location-Based User Authentication
    Eric Falk, Vendel Toth, Alexandre Knaff and Radu State
  • People Flow Prediction by Multi-Agent Simulator
    Daisuke Sato, Tatsushi Matsubayashi and Hiroyuki Toda
  • An Implementation of Health Prediction in SMT Solder Joint via Machine Learning
    Yiming Chang, Chiachen Wei, Jeffrey Chen and Pack Hsieh
  • Detection of Bursty and Significant Keyphrases from Wikipedia edit history
    Zihang Chen and Mizuho Iwaihara
  • Transitivity of Transformation Matrices to Bridge Word Vector Spaces over Time
    Katsurou Takahashi and Hiroaki Ohshima
  • A Skipping FP-tree for Incrementally Intersecting Closed Itemsets in On-Line Stream Mining
    Takumi Nishina, Koji Iwanuma and Yoshitaka Yamamoto
  • Balanced Nearest Neighborhood Query in Spatial Database
    Sang Le, Yuyang Dong, Hanxiong Chen and Kazutaka Furuse
  • Deep Neural Architectures for Joint Named Entity Recognition and Disambiguation
    Qianwen Wang and Mizuho Iwaihara
  • Economical Energy Storage Systems Scheduling based on Load Forecasting using Deep Learning
    Seon Hyeog Kim, Gyul Lee and Yong-June Shin
  • Transfer Learning from Automatically Annotated Data for Recognizing Named Entities in Recent Generated Texts
    Juae Kim
  • Using Part of Speech features in Korean Dependency Parsing
    Hwijeen Ann, Minyoung Seo, Chanmin Park, Juae Kim and Jungyun Seo
  • A Behavioral Facilitation Tweet Detection Method
    Keiichi Mizuka, Yu Suzuki and Akiyo Nadamoto
  • LESS: Logging Exploiting SnapShot
    Hanseung Sung, Minhwa Jin, Mincheol Shin, Hongchan Roh, Wonki Choi and Sanghyun Park
  • Pre-training a Neural Model to Overcome Data Scarcity in Relation Extraction from Text
    Seokwoo Jung and Sung-Hyon Myaeng
  • Precision Enhancement Method for Semantic Segmentation Network
    Jungeun Park, Chaewon Shin and Chulyun Kim
  • Performance Evaluation of Querying Point Clouds in RDBMS
    Gen Ikawa, Yousuke Watanabe, Shunya Yamada and Hiroaki Takada
  • Quantifying the presence of graffiti in urban environments
    Eric K. Tokuda, Roberto M. Cesar-Jr. and Claudio Silva
  • Introspection of Virtual Machine Memory Resource in the Virtualized Systems
    Minho Lee, Sujin Park, Yongju Song and Young Ik Eom
  • Overlit: New Storage Driver for Localization and Specialization
    Inhyeok Kim, Young Ik Eom and Kwon Je Oh
  • Multiple Videos Captioning Model for Video Storytelling
    Seung-Ho Han, Bo-Won Go and Ho-Jin Choi
  • Plane based Visual Odometry for Structural and Low-texture Environments Using RGB-D Sensors
    Ruibin Guo, Dongxiang Zhou, Keju Peng and Yunhui Liu
  • The Structure of Deep Neural Network for Interpretable Transfer Learning
    Dowan Kim, Woohyun Lim, Minye Hong and Hyeoncheol Kim
  • Deep Explanation Model for Facial Expression Recognition through Facial Action Coding Unit
    Sunbin Kim and Hyeoncheol Kim
  • Combining Outlier Detection and Reconstruction Error Minimization for Label Noise Reduction
    Weining Zhang and Xiaoyang Tan
  • An electricity load forecasting approach combining DBN-based deep neural network and NAR model for the integrated energy systems
    Pan Yi, Zheng Jianyong, Yang Yun, Zhu Rui, Zhou Cheng and Shi Tian
  • Shared Rules: Knowledge Sharing Service by RIF Rules
    Jaehoon Kim and Hojin Seo
  • Question Understanding based on Sentence Embedding on Dialog Systems for Banking Service
    Kyo-Joong Oh, Ho-Jin Choi, Sungtae Kwon and Suhwan Park
  • A Smart Device Using Low-cost Sensors to Detect Earthquakes
    Jangsoo Lee, Jae-Seon Kim, Seonhwa Choi and Young-Woo Kwon
  • Environmental Noise Robustness for Korean Fricatives using Speech Enhancement Generative Adversarial Networks
    Soonshin Seo, Minkyu Lim, Donghyun Lee, Hosung Park, Junseok Oh and Ji-Hwan Kim
  • BTBUFood-60: Dataset for Object Detection in Food Field
    Qiang Cai and Jing Li
  • Polarized Topic Modeling for User Characteristics in Online Discussion Community
    Sung-Hwan Kim, Haesung Tak and Hwan-Gue Cho