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BigComp 2017: Jeju Island, South Korea
- 2017 IEEE International Conference on Big Data and Smart Computing, BigComp 2017, Jeju Island, South Korea, February 13-16, 2017. IEEE 2017, ISBN 978-1-5090-3015-6
- Wen-Yuan Zhu, Chun-Hao Wang, Wen-Yueh Shih, Wen-Chih Peng, Jiun-Long Huang:
SEM: A Softmax-based Ensemble Model for CTR estimation in Real-Time Bidding advertising. 5-12 - Yikai Gong, Luca Morandini, Richard O. Sinnott
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The design and benchmarking of a Cloud-based platform for processing and visualization of traffic data. 13-20 - Kiseog Kim, Junhyun Park, Chong-kwon Kim:
Improving Wi-Fi performance using Smart AP. 21-27 - Te-Wei Ho, Fong-Ci Lin
Smart computing mechanism for noise detection and elimination in ECG signal. 28-33 - Hong-Quan Le, Jee-In Kim:
An augmented reality application with hand gestures for learning 3D geometry. 34-41 - Yafei Wang, Tongtong Zhao, Xueyan Ding, Jiming Bian, Xianping Fu:
Head pose-free eye gaze prediction for driver attention study. 42-46 - Ki Ho Shin, In-Kwon Lee
Music synchronization with video using emotion similarity. 47-50 - Hyun Gook Kang
Efficient fall detection based on event pattern matching in image streams. 51-58 - Youngju Oh, Seokyeol Kim, Jinah Park
Principal elements for visualizing event sequence data applied to 3D cascading diagrams. 59-63 - Seol-Young Jeong, Moon Sik Choi, Soon-Ju Kang, Ho Won Lee:
Homecare kit platform supporting multiple bio-signals acquisition and analysis in daily-life. 64-68 - Donghyoung Han, Yoon-Min Nam, Min-Soo Kim:
A distributed in-situ analysis method for large-scale scientific data. 69-75 - Grace Park, Sooyong Park, Latifur Khan
IRIS: A goal-oriented big data analytics framework on Spark for better Business decisions. 76-83 - Youngho Song, Young-Sung Shin, Miyoung Jang, Jae-Woo Chang:
Design and implementation of HDFS data encryption scheme using ARIA algorithm on Hadoop. 84-90 - Sangseon Lee
Flow maximization analysis of cell cycle pathway activation status in breast cancer subtypes. 91-95 - Jaya Thomas, Sonia Thomas, Lee Sael:
DP-miRNA: An improved prediction of precursor microRNA using deep learning model. 96-99 - Jeongwoo Kim, Won Gi Choi, Jungrim Kim, Sanghyun Park:
SSL: Inferring disease-related genes using sentence structure and literature data. 100-107 - Sung-Hwan Kim, Hwan-Gue Cho:
Position-restricted approximate string matching with metric Hamming distance. 108-114 - Marcella Astrid, Seung-Ik Lee:
CP-decomposition with Tensor Power Method for Convolutional Neural Networks compression. 115-118 - Xishuang Dong, Lijun Qian, Lei Huang:
Short-term load forecasting in smart grid: A combined CNN and K-means clustering approach. 119-125 - Guanghao Xu, Hyunjung Lee
Convolutional Neural Network using a threshold predictor for multi-label speech act classification. 126-130 - Song-Mi Lee, Sang Min Yoon, Heeryon Cho
Human activity recognition from accelerometer data using Convolutional Neural Network. 131-134 - Mohammed Al-Zeyadi, Frans Coenen
On the mining and usage of Movement Patterns in large traffic networks. 135-142 - Ahmad Amro, Sultan Almuhammadi
NetInfoMiner: High-level information extraction from network traffic. 143-150 - Kyoungsoo Bok, Jongtae Lim, Hyunkyo Oh, Jaesoo Yoo:
An efficient cache management scheme for accessing small files in Distributed File Systems. 151-155 - Jusop Choi, Jaewoo Park, Hyoungshick Kim:
Forensic analysis of the backup database file in KakaoTalk messenger. 156-161 - The-Hien Dang-Ha, Davide Roverso, Roland Olsson:
Graph of virtual actors (GOVA): A Big Data analytics architecture for IoT. 162-169 - Fateh Boucenna, Omar Nouali, Adel Dabah, Samir Kechid
Accelerated search over encrypted cloud data. 170-177 - Kentaro Horio, Hideyuki Kawashima, Osamu Tatebe:
Efficient parallel summation on encrypted database system. 178-185 - Taebo Jung, Kangsoo Jung, Sehwa Park, Seog Park:
A noise parameter configuration technique to mitigate detour inference attack on differential privacy. 186-192 - Sungchan Hur, Sukhyeun Cho, Youngho Kim, Jeong Seop Sim:
A power- and storage-efficient HLS media server for multi-bitrate VOD services. 193-198 - Victor Parque
On succinct representation of directed graphs. 199-205 - Jonghwan Chung, Dahyeon Han, Jiyoung Kim, Chong-kwon Kim:
Machine learning based path management for mobile devices over MPTCP. 206-209 - Ahmed Abdelli
A four-frames differencing technique for moving objects detection in wide area surveillance. 210-214 - Xiaoxuan Wang, Lizhen Wang:
Incremental mining of high utility co-locations from spatial database. 215-222 - Luan D. M. Lam, Antony Tang
Predicting indoor spatial movement using data mining and movement patterns. 223-230 - Hongyeol Lim, Giho Park:
JUMPRUN: A hybrid mechanism to accelerate item scanning for in-memory databases. 231-238 - Naofumi Murata, Hideyuki Kawashima, Osamu Tatebe:
Accelerating read atomic multi-partition transaction with remote direct memory access. 239-246 - Pingfu Chao
A performance study on large-scale data analytics using disk-based and in-memory database systems. 247-254 - Yunjoo Park, Hyokyung Bahn:
Challenges in memory subsystem design for future smartphone systems. 255-260 - Kyunglag Kwon, Yunwan Jeon, Chanho Cho, Jongwoo Seo, In-Jeong Chung, Hansaem Park:
Sentiment trend analysis in social web environments. 261-268 - Batselem Jagvaral, Lee Wangon, Hyun-Kyu Park, Myungjoong Jeon, Nam-Gee Lee, Young-Tack Park:
Large-scale incremental OWL/RDFS reasoning over fuzzy RDF data. 269-273 - Haoran Xie
Revisit tag-based profiles in the folksonomy: How many tags are sufficient for profiling? 274-277 - Chris Soo-Hyun Eom, Wookey Lee, James Jung-Hun Lee, Wan-Sup Cho:
Find spammers by using graph structure. 278-279 - Moshaddique Al Ameen, Choong Seon Hong
An efficient unscheduled communication for smart body centric networks. 280-283 - Sungjin Park, Suan Lee
Time-Sensitive Multi-Dimensional Recommender in database system. 284-287 - Hyunjo Lee
Bitmap-based distributed index structure and encrypted query processing schemes for outsourcing mobile sensitive data. 288-295 - Sangha Nam, Incheol Kim
MRQUSAR: A web-scale distributed spatial reasoner using MapReduce. 296-303 - Yongjun Piao, Keun Ho Ryu:
Detection of differentially expressed genes using feature selection approach from RNA-seq. 304-308 - Tien Duong Vu, Hyung-Jeong Yang, Van Quan Nguyen, A-Ran Oh, Mi-Sun Kim:
Multimodal learning using convolution neural network and Sparse Autoencoder. 309-312 - Jin Kim
Method of intrusion detection using deep neural network. 313-316 - Han-Gyu Kim, Gil-Jin Jang, Ho-Jin Choi, Minho Kim, Young-Won Kim, Jaehun Choi:
Recurrent neural networks with missing information imputation for medical examination data prediction. 317-323 - GiRyong Choi, Chae-Gyun Lim, Ho-Jin Choi:
A center-biased graph learning algorithm for image classification. 324-327 - Hongsuk Yi, HeeJin Jung, Sanghoon Bae:
Deep Neural Networks for traffic flow prediction. 328-331 - Hongryul Ahn
Integration of heterogeneous time series gene expression data by clustering on time dimension. 332-335 - Pierre Ficamos, Yan Liu, Weiyi Chen:
A Naive Bayes and Maximum Entropy approach to sentiment analysis: Capturing domain-specific data in Weibo. 336-339 - Kifayat-Ullah Khan, Nguyen Anh Tu
Accelerating community-search problem through faster graph dedensification. 340-347 - Hyeong-Gon Jo, Soon-Ju Kang, Hyo Jeon Kwon, Jae-Duck Lee:
In-door location-based smart factory cloud platform supporting device-to-device self-collaboration. 348-351 - Anupam Kumar Bairagi, Nguyen Hoang Tran, Choong Seon Hong
LTE-U sum-rate maximization considering QoS and co-existence issue. 352-357 - ByungSoo Ko, Han-Gyu Kim, Kyo-Joong Oh, Ho-Jin Choi:
Controlled dropout: A different approach to using dropout on deep neural network. 358-362 - Daekyoung Jung, Sehi L'Yi, Bo Hyoung Kim, Jinwook Seo:
Interactive visual analysis of miRNA target prediction results. 363-365 - Noor Ul Amin, Kifayat-Ullah Khan, Batjargal Dolgorsuren, Young-Koo Lee:
Extracting top-K interesting subgraphs with weighted query semantics. 366-373 - Bo-Huei Lin, Shu-Fen Tseng:
A predictive analysis of citizen hotlines 1999 and traffic accidents: A case study of Taoyuan city. 374-376 - Siwoon Son, Myeong-Seon Gil, Yang-Sae Moon:
Anomaly detection for big log data using a Hadoop ecosystem. 377-380 - You Jin Kim, Han-Gyu Kim, Jonghwan Hyeon, Ho-Jin Choi:
Clinical opinions generation from general blood test results using deep neural network with principle component analysis and regularization. 386-389 - Jonghwan Hyeon, Ho-Jin Choi, Byung Doo Lee, Kap No Lee:
Diagnosing cervical cell images using pre-trained convolutional neural network as feature extractor. 390-393 - Jung-Woo Ha
Predicting high-risk prognosis from diagnostic histories of adult disease patients via deep recurrent neural networks. 394-399 - Seung-Ho Han, Han-Gyu Kim, Ho-Jin Choi:
Rehabilitation posture correction using deep neural network. 400-402 - ByungSoo Ko, Ho-Jin Choi, Chansol Hong, Jong-Hwan Kim, Oh Chul Kwon, Chang D. Yoo:
Neural network-based autonomous navigation for a homecare mobile robot. 403-406 - Han-Gyu Kim, Seung-Ho Han, Ho-Jin Choi:
Discriminative restricted Boltzmann machine for emergency detection on healthcare robot. 407-409 - Heejune Ahn, Giang T. Nguyen, Heyoung Lee, Sun-Jin Jo, Eun-Jin Kim, Hyeon-Woo Yim:
Data collection and analysis of smartphone use and sleep of secondary school children. 410-413 - Hwon Ihm, Kyoungrok Jang, Kangwook Lee, Gwan Jang, Min-Gwan Seo, Kyoungah Han, Sung-Hyon Myaeng:
Multi-source food hazard event extraction for public health. 414-417 - Chae-Gyun Lim, Zae Myung Kim, Ho-Jin Choi:
Context-based healthy lifestyle recommendation for enhancing user's wellness. 418-421 - Young-Seob Jeong, Joong-Hwi Shin, Hyoung-Gyu Lee, YingXiu Quan, Jun-Seok Kim:
Money extraction and normalization from texts. 427-429 - Kyo-Joong Oh, Dongkeon Lee, Ho-Jin Choi, Jeong Hur:
A model of Korean sentence similarity measurement using sense-based morpheme embedding and RNN sentence encoding. 430-433 - Zae Myung Kim, Suin Kim, Alice Oh, Ho-Jin Choi:
An adaptive vocabulary learning application through modeling learner's linguistic proficiency and interests. 434-436 - Dongkeon Lee, Kyo-Joong Oh, Ho-Jin Choi:
The chatbot feels you - a counseling service using emotional response generation. 437-440 - Richard Adeyemi Ikuesan
High-level online user attribution model based on human Polychronic-Monochronic tendency. 445-450 - Xiaodong Li, Haoran Xie
Market impact analysis via sentimental transfer learning. 451-452 - Ying Jiang, Yujie Liu, Yalin Yang:
LanguageTool based University rumor detection on Sina Weibo. 453-454 - Wenjuan Cui, Yi Du, Zhihong Shen, Yuanchun Zhou, Jianhui Li:
Personalized microblog recommendation using sentimental features. 455-456 - Kai Yang, Yi Cai, Zhiwei Cai, Xingwei Tan, Haoran Xie
A new samples selecting method based on K nearest neighbors. 457-462 - Jingjing Cao, Wenfeng Li:
Sentimental feature based collaborative filtering recommendation. 463-464 - Kai Yang, Yi Cai, Dongping Huang, Jingnan Li, Zikai Zhou, Xue Lei:
An effective hybrid model for opinion mining and sentiment analysis. 465-466
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