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Intelligent Data Analysis, Volume 22
Volume 22, Number 1, 2018
- Chengbin Peng, Zhihua Zhang, Ka-Chun Wong, Xiangliang Zhang, David E. Keyes:
A scalable community detection algorithm for large graphs using stochastic block models.
- Tinghuai Ma, Yu Hao, Xiafei Suo, Yu Xue, Jie Cao:
A weighted collaboration network generalization method for privacy protection in C-DBLP. 3-19 - Douglas E. Galarus, Rafal A. Angryk
:
Beyond accuracy - A SMART approach to site-based spatio-temporal data quality assessment. 21-43 - Hani A. K. Ihlayyel, Nurfadhlina Mohd Sharef
An enhanced feature representation based on linear regression model for stock market prediction. 45-76 - Manar Ibrahim Hosny, Lubna Al Hinti
A co-evolutionary framework for adaptive multidimensional data clustering. 77-101 - Chang-Hwan Lee:
Multi-label classification of documents using fine-grained weights and modified co-training. 103-115 - Somayyeh Aghababaei, Masoud Makrehchi:
Mining Twitter data for crime trend prediction. 117-141 - Wei Song
Mining multi-relational high utility itemsets from star schemas. 143-165 - Martin Boldt, Anton Borg
Predicting burglars' risk exposure and level of pre-crime preparation using crime scene data. 167-190 - Bo Zheng, Hong-Zhong Huang, Wei Guo, Yan-Feng Li, Jinhua Mi:
Fault diagnosis method based on supervised particle swarm optimization classification algorithm. 191-210 - Jiamiao Wang
A framework for semantic connection based topic evolution with DeepWalk. 211-237
Volume 22, Number 2, 2018
- G. Nivetha, K. Venkatalakshmi:
Hybrid outlier detection (HOD) method in sensor data for human activity classification. 245-260 - Muhammad Irfan Yousuf, Suhyun Kim:
List sampling for large graphs. 261-295 - Viet-Vu Vu
An efficient semi-supervised graph based clustering. 297-307 - Yahong Zhang, Yujian Li, Ting Zhang, Pius Kwao Gadosey
Feature clustering dimensionality reduction based on affinity propagation. 309-323 - Petr Berka:
Comprehensive concept description based on association rules: A meta-learning approach. 325-344 - Mingxin Yu, Xiaoying Tang, Yingzi Lin, David Schmidt, Xiangzhou Wang, Yikang Guo, Bo Liang
An eye detection method based on convolutional neural networks and support vector machines. 345-362 - Zhiqiang Chen, Ronglong Wang, René-Vinicio Sánchez, José Valente de Oliveira
An adaptive genomic difference based genetic algorithm and its application to memetic continuous optimization. 363-382 - Chao Huang, Qing Wang, Donghui Yang, Feifei Xu:
Topic mining of tourist attractions based on a seasonal context aware LDA model. 383-405 - Tong Mo, Rong Zhang, Weiping Li, Jingbo Zhang, Zhonghai Wu, Wei Tan:
An influence-based fast preceding questionnaire model for elderly assessments. 407-437 - Yiteng Wu, Hongtao Yu, Jianpeng Zhang, Shuxin Liu, Ruiyang Huang, Peng Li:
USI-AUC: An evaluation criterion of community detection based on a novel link-prediction method. 439-462
Volume 22, Number 3, 2018
- Yujian Li, Yahong Zhang:
Detecting manifold dependences of multivariate data with total correlation. 467-489 - Vandana P. Janeja, Jay Gholap, Prathamesh Walkikar, Yelena Yesha, Naphtali Rishe, Michael A. Grasso
Collaborative data mining for clinical trial analytics. 491-513 - Hao Wang, Xiaoling Huang
Microblog oriented interest extraction with both content and network structure. 515-532 - Shuhan Yuan, Xintao Wu
Task-specific word identification from short texts using a convolutional neural network. 533-550 - Chien-Liang Liu
Bayesian exploratory clustering with entropy Chinese restaurant process. 551-568 - Mohammad Seidpisheh
Hierarchical clustering of heavy-tailed data using a new similarity measure. 569-579 - Viet Anh Nguyen
An efficient heuristic approach for learning a set of composite graph classification rules. 581-596 - Jorge Rosales-Salas, Sebastián Maldonado, Alex Seret:
Understanding time use via data mining: A clustering-based framework. 597-616 - Abdoreza Rezapour, Seyed Mostafa Fakhrahmad
Applying various distance functions and feature extraction schemes to ambiguity resolution. 617-638 - Kazumi Saito, Kouzou Ohara, Masahiro Kimura, Hiroshi Motoda:
Which is more influential, "Who" or "When" for a user to rate in online review site? 639-657 - Qinrong Feng, Fenfen Wang:
A discernibility matrix approach to fuzzy soft sets based decision making problems. 659-674 - Yijun Du, Xiaobo Lu, Weili Zeng
A novel fuzzy linear discriminant analysis for face recognition. 675-696
Volume 22, Number 4, 2018
- Liang Gong, Wenbo Guo
Active learning support vector machines with low-rank transformation. 701-715 - Younghoon Lee, Sungzoon Cho, Jinhae Choi:
De-noising documents with a novelty detection method utilizing class vectors. 717-733 - Enes Burak Dündar, Emin Erkan Korkmaz
Data clustering with stochastic cellular automata. 735-750 - Xiucai Ye, Tetsuya Sakurai:
Spectral clustering with adaptive similarity measure in Kernel space. 751-765 - Qinghong Meng, Peng Pu:
RLS: An efficient time series clustering method based on u-shapelets. 767-785 - Alberto Verdecia-Cabrera, Isvani Inocencio Frías Blanco, André C. P. L. F. de Carvalho
An online adaptive classifier ensemble for mining non-stationary data streams. 787-806 - Ebrahim Ansari
TFI-Apriori: Using new encoding to optimize the apriori algorithm. 807-827 - Huiting Liu, Lili Wang, Zhizhong Liu, Peng Zhao, Xindong Wu:
Efficient pattern matching with periodical wildcards in uncertain sequences. 829-842 - Pengcheng Zhang, Yangyang Jia, Lei Zhang, Jerry Gao, Hareton Leung:
A deep belief network based precipitation forecast approach using multiple environmental factors. 843-866 - Andrea Brunello
Towards semi-automatic human performance evaluation: The case study of a contact center. 867-880 - Lenin Mookiah, William Eberle, Maitrayi Mondal:
Personalized news recommendation using graph-based approach. 881-909 - Fei Lin, Jian Jiang, Jin Fan, Shihua Wang:
A stacking model for variation prediction of public bicycle traffic flow. 911-933
Volume 22, Number 5, 2018
- Xionggao Zou, Yueping Feng, Huiying Li, Shuyu Jiang:
Improved over-sampling techniques based on sparse representation for imbalance problem. 939-958 - Huaping Guo, Jun Zhou, Chang-an Wu, Wei She
Ensemble based on feature projection and under-sampling for imbalanced learning. 959-980 - Chung-Chian Hsu, Jhen-Wei Wu:
Visualized mixed-type data analysis via dimensionality reduction. 981-1007 - Carlos Huertas, Reyes Juárez-Ramírez, Christian Raymond:
Heat Map Based Feature Ranker: In depth comparison with popular methods. 1009-1037 - Jianpeng Zhang, Yulong Pei, George H. L. Fletcher, Mykola Pechenizkiy
A bounded-size clustering algorithm on fully-dynamic streaming graphs. 1039-1058 - Pierrick Bruneau
A probabilistic model selection criterion for spectral clustering. 1059-1077 - Zhongwei Sun, Zhongwen Guo, Chao Liu, Mingxing Jiang, Xi Wang:
Fast multi-label SVM training based on approximate extreme points. 1079-1099 - Gürsel Serpen
Host-based misuse intrusion detection using PCA feature extraction and kNN classification algorithms. 1101-1114 - Shaho Zarei, Adel Mohammadpour, Saeid Rezakhah
Finite population Bayesian bootstrapping in high-dimensional classification via logistic regression. 1115-1126 - Mostafa Pouralizadeh Jobejarkol, Abdolrahim Badamchizadeh, Manuel Morales:
Implied volatility parameterization based on a machine learning polynomial approach. 1127-1141 - Jia Liu, Yajun Du, Qing Li, Chun-Long Fu:
Social community evolution by combining gravitational relationship with community structure. 1143-1161 - Saeed Farzi, Heshaam Faili, Sahar Kianian:
A neural reordering model based on phrasal dependency tree for statistical machine translation. 1163-1183
Volume 22, Number 6, 2018
- A. Famili:
Editorial. 1185-1187
- Tinghuai Ma, Dongdong Jia, Honghao Zhou, Yu Xue, Jie Cao:
Feature selection using forest optimization algorithm based on contribution degree. 1189-1207 - Mustapha Belouch, Salah el Hadaj, Mohamed Idhammad:
A hybrid filter-wrapper feature selection method for DDoS detection in cloud computing. 1209-1226 - Xiaotang Zhou
A more time-efficient gibbs sampling algorithm based on SparseLDA for latent dirichlet allocation. 1227-1257 - Xuan Liu
A novel approach for hiding sensitive utility and frequent itemsets. 1259-1278 - Sen Zhang, Zhihui Du
Discovering frequent induced subgraphs from directed networks. 1279-1296 - Aleksander Denisiuk
Embedding of the Hamming space into a sphere with weighted quadrance metric and c-means clustering of nominal-continuous data. 1297-1314 - Zhangquan Zhou, Guilin Qi:
A dependency-graph based approach for finding justification in OWL 2 EL. 1315-1335 - Huan Gao, Guilin Qi, Qiu Ji:
Schema induction from incomplete semantic data. 1337-1353 - Ana Rita Nogueira
Improving acute kidney injury detection with conditional probabilities. 1355-1374 - Huiting Liu, Liangquan Yang, Chao Ling, Xindong Wu:
Collaborative social deep learning for celebrity recommendation. 1375-1394 - Misuk Kim, Eunjeong Lucy Park, Sungzoon Cho:
Stock price prediction through sentiment analysis of corporate disclosures using distributed representation. 1395-1413 - Xiaohan Wang, Yonglong Luo, Yefeng Jiang, Wenli Wu, Qingying Yu:
Probabilistic optimal projection partition KD-Tree k-anonymity for data publishing privacy protection. 1415-1437
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