Issue 10/2020
Special Section: Network Science for Big Data Computing (pp. 7733-8371)
Content (42 Articles)
SWEclat: a frequent itemset mining algorithm over streaming data using Spark Streaming
Wen Xiao, Juan Hu
Scheduling scientific workflows on virtual machines using a Pareto and hypervolume based black hole optimization algorithm
Fatemeh Ebadifard, Seyed Morteza Babamir
Elastic edge cloud resource management based on horizontal and vertical scaling
Chunlin Li, Jianhang Tang, Youlong Luo
Relevance maximization for high-recall retrieval problem: finding all needles in a haystack
Justin JongSu Song, Wookey Lee
KMLOD: linked open data service for Korean medical database
PhalPheaktra Chhaya, Chi-Hwan Choi, Kyung-Hee Lee, Wan-Sup Cho, Young-Sung Lee
An attribute-based community search method with graph refining
Jingwen Shang, Chaokun Wang, Changping Wang, Gaoyang Guo, Jun Qian
An efficient continuous range query processing scheme in mobile P2P networks
Jongtae Lim, Kyoungsoo Bok, Jaesoo Yoo
The influence of IT investment and IT governance on corporate performance of multibusiness firms
KyungSeok Ryu, JooSeok Park, JaeHong Park
MRTensorCube: tensor factorization with data reduction for context-aware recommendations
Svetlana Kim, Suan Lee, Jinho Kim, Yong-Ik Yoon
Discovery of topic flows of authors
Young-Seob Jeong, Sang-Hun Lee, Gahgene Gweon, Ho-Jin Choi
An effective graph summarization and compression technique for a large-scaled graph
Hojin Seo, Kisung Park, Yongkoo Han, Hyunwook Kim, Muhammad Umair, Kifayat Ullah Khan, Young-Koo Lee
Reducing paging cost of tracking area list-based mobility management in LTE network
Jihee Jung, Jang Hyun Baek
Techniques and guidelines for effective migration from RDBMS to NoSQL
Ho-Jun Kim, Eun-Jeong Ko, Young-Ho Jeon, Ki-Hoon Lee
Hardware-aided update acceleration in a hybrid Semantic Web database system
Dennis Heinrich, Stefan Werner, Christopher Blochwitz, Thilo Pionteck, Sven Groppe
Efficient processing of recommendation algorithms on a single-machine-based graph engine
Yong-Yeon Jo, Myung-Hwan Jang, Sang-Wook Kim, Kyungsik Han
Transition activity recognition using fuzzy logic and overlapped sliding window-based convolutional neural networks
Jaewoong Kang, Jongmo Kim, Seongil Lee, Mye Sohn
Power saving with CoMP transmission for densely deployed small cell networks
Linjing Zhao, Xiaonan Zhang, Ying Han, Kang G. Shin
Threshold-based portfolio: the role of the threshold and its applications
Sang Il Lee, Seong Joon Yoo
Designing an integrated knowledge graph for smart energy services
Sejin Chun, Jooik Jung, Xiongnan Jin, Seungmin Seo, Kyong-Ho Lee
Intelligent fault detection using raw vibration signals via dilated convolutional neural networks
Mohammad Azam Khan, Yong-Hwa Kim, Jaegul Choo
Probability machine-learning-based communication and operation optimization for cloud-based UAVs
Hyeok-June Jeong, Suh-Yong Choi, Sung-Su Jang, Young-Guk Ha
δ-Transitive closures and triangle consistency checking: a new way to evaluate graph pattern queries in large graph databases
Yangjun Chen, Bin Guo, Xingyue Huang
An effective approach to enhancing a focused crawler using Google
Jae-Gil Lee, Donghwan Bae, Sansung Kim, Jungeun Kim, Mun Yong Yi
Speech and music pitch trajectory classification using recurrent neural networks for monaural speech segregation
Han-Gyu Kim, Gil-Jin Jang, Yung-Hwan Oh, Ho-Jin Choi
Improvement and performance analysis of a power-saving mechanism considering traffic patterns
Jihee Jung, Azizbek Marakhimov, Jang Hyun Baek
Multi-sensor-based detection and tracking of moving objects for relative position estimation in autonomous driving conditions
Jinwoo Kim, Yonggeon Choi, MyungWook Park, Sangwoo Lee, Sunghoon Kim
Hash-tree PCA: accelerating PCA with hash-based grouping
Lkhagvadorj Battulga, Sang-Hyun Lee, Aziz Nasridinov, Kwan-Hee Yoo
Multimodal deep learning for finance: integrating and forecasting international stock markets
Sang Il Lee, Seong Joon Yoo
Pseudo-random number generation using LSTMs
Young-Seob Jeong, Kyo-Joong Oh, Chung-Ki Cho, Ho-Jin Choi
Predator–prey approach in modeling users’ data packets forwarding
Yaming Zhang, Yaya H. Koura, Yanyuan Su
Comparative studies on machine learning for paralinguistic signal compression and classification
Seokhyun Byun, Seunghyun Yoon, Kyomin Jung