Journal: Intell. Data Anal.

Volume 22, Issue 6

1185 -- 1187A. Famili. Editorial
1189 -- 1207Tinghuai Ma, Dongdong Jia, Honghao Zhou, Yu Xue, Jie Cao. Feature selection using forest optimization algorithm based on contribution degree
1209 -- 1226Mustapha Belouch, Salah el hadaj, Mohamed Idhammad. A hybrid filter-wrapper feature selection method for DDoS detection in cloud computing
1227 -- 1257Xiaotang Zhou, Jihong OuYang, XiMing Li. A more time-efficient gibbs sampling algorithm based on SparseLDA for latent dirichlet allocation
1259 -- 1278Xuan Liu, Feng Xu, Xin Lv. A novel approach for hiding sensitive utility and frequent itemsets
1279 -- 1296Sen Zhang, Zhihui Du, Jason T. L. Wang, Haodi Jiang. Discovering frequent induced subgraphs from directed networks
1297 -- 1314Aleksander Denisiuk, Michal Grabowski. Embedding of the Hamming space into a sphere with weighted quadrance metric and c-means clustering of nominal-continuous data
1315 -- 1335Zhangquan Zhou, Guilin Qi. A dependency-graph based approach for finding justification in OWL 2 EL
1337 -- 1353Huan Gao, Guilin Qi, Qiu Ji. Schema induction from incomplete semantic data
1355 -- 1374Ana Rita Nogueira, Carlos Abreu Ferreira, João Gama. Improving acute kidney injury detection with conditional probabilities
1375 -- 1394Huiting Liu, Liangquan Yang, Chao Ling, Xindong Wu 0001. Collaborative social deep learning for celebrity recommendation
1395 -- 1413Misuk Kim, Eunjeong Lucy Park, Sungzoon Cho. Stock price prediction through sentiment analysis of corporate disclosures using distributed representation
1415 -- 1437Xiaohan Wang, Yonglong Luo, Yefeng Jiang, Wenli Wu, Qingying Yu. Probabilistic optimal projection partition KD-Tree k-anonymity for data publishing privacy protection

Volume 22, Issue 5

939 -- 958Xionggao Zou, Yueping Feng, Huiying Li, Shuyu Jiang. Improved over-sampling techniques based on sparse representation for imbalance problem
959 -- 980Huaping Guo, Jun Zhou, Chang-An Wu, Wei She, Mingliang Xu. Ensemble based on feature projection and under-sampling for imbalanced learning
981 -- 1007Chung-Chian Hsu, Jhen-Wei Wu. Visualized mixed-type data analysis via dimensionality reduction
1009 -- 1037Carlos Huertas, Reyes Juárez-Ramírez, Christian Raymond. Heat Map Based Feature Ranker: In depth comparison with popular methods
1039 -- 1058Jianpeng Zhang, Yulong Pei, George H. L. Fletcher, Mykola Pechenizkiy. A bounded-size clustering algorithm on fully-dynamic streaming graphs
1059 -- 1077Pierrick Bruneau, Benoît Otjacques. A probabilistic model selection criterion for spectral clustering
1079 -- 1099Zhongwei Sun, Zhongwen Guo, Chao Liu 0008, Mingxing Jiang, Xi Wang 0003. Fast multi-label SVM training based on approximate extreme points
1101 -- 1114Gürsel Serpen, Ehsan Aghaei. Host-based misuse intrusion detection using PCA feature extraction and kNN classification algorithms
1115 -- 1126Shaho Zarei, Adel Mohammadpour, Saeid Rezakhah. Finite population Bayesian bootstrapping in high-dimensional classification via logistic regression
1127 -- 1141Mostafa Pouralizadeh Jobejarkol, Abdolrahim Badamchizadeh, Manuel Morales. Implied volatility parameterization based on a machine learning polynomial approach
1143 -- 1161Jia Liu, Ya-Jun Du, Qing Li, Chun-Long Fu. Social community evolution by combining gravitational relationship with community structure
1163 -- 1183Saeed Farzi, Heshaam Faili, Sahar Kianian. A neural reordering model based on phrasal dependency tree for statistical machine translation

Volume 22, Issue 4

701 -- 715Liang Gong, Wenbo Guo, Yupu Yang. Active learning support vector machines with low-rank transformation
717 -- 733Younghoon Lee, Sungzoon Cho, Jinhae Choi. De-noising documents with a novelty detection method utilizing class vectors
735 -- 750Enes Burak Dündar, Emin Erkan Korkmaz. Data clustering with stochastic cellular automata
751 -- 765Xiucai Ye, Tetsuya Sakurai. Spectral clustering with adaptive similarity measure in Kernel space
767 -- 785Qinghong Meng, Peng Pu. RLS: An efficient time series clustering method based on u-shapelets
787 -- 806Alberto Verdecia-Cabrera, Isvani Inocencio Frías Blanco, André C. P. L. F. Carvalho. An online adaptive classifier ensemble for mining non-stationary data streams
807 -- 827Ebrahim Ansari, M. H. Sadreddini, S. M. H. Mirsadeghi, Morteza Keshtkaran, Richard Wallace. TFI-Apriori: Using new encoding to optimize the apriori algorithm
829 -- 842Huiting Liu, Lili Wang, Zhizhong Liu, Peng Zhao, Xindong Wu. Efficient pattern matching with periodical wildcards in uncertain sequences
843 -- 866Pengcheng Zhang, Yangyang Jia, Lei Zhang, Jerry Gao, Hareton Leung. A deep belief network based precipitation forecast approach using multiple environmental factors
867 -- 880Andrea Brunello, Fernando Jiménez, Enrico Marzano, José Palma, Gracia Sánchez, Guido Sciavicco. Towards semi-automatic human performance evaluation: The case study of a contact center
881 -- 909Lenin Mookiah, William Eberle, Maitrayi Mondal. Personalized news recommendation using graph-based approach
911 -- 933Fei Lin, Jian Jiang, Jin Fan, Shihua Wang. A stacking model for variation prediction of public bicycle traffic flow

Volume 22, Issue 3

467 -- 489Yujian Li, Yahong Zhang. Detecting manifold dependences of multivariate data with total correlation
491 -- 513Vandana P. Janeja, Jay Gholap, Prathamesh Walkikar, Yelena Yesha, Naphtali Rishe, Michael A. Grasso. Collaborative data mining for clinical trial analytics
515 -- 532Hao Wang, Xiaoling Huang, Lei Li. Microblog oriented interest extraction with both content and network structure
533 -- 550Shuhan Yuan, Xintao Wu, Yang Xiang. Task-specific word identification from short texts using a convolutional neural network
551 -- 568Chien-Liang Liu, Wen-Hoar Hsaio, Che-Yuan Lin. Bayesian exploratory clustering with entropy Chinese restaurant process
569 -- 579Mohammad Seidpisheh, Adel Mohammadpour. Hierarchical clustering of heavy-tailed data using a new similarity measure
581 -- 596Viet Anh Nguyen, Long Giang Nguyen. An efficient heuristic approach for learning a set of composite graph classification rules
597 -- 616Jorge Rosales-Salas, Sebastián Maldonado, Alex Seret. Understanding time use via data mining: A clustering-based framework
617 -- 638Abdoreza Rezapour, Seyed Mostafa Fakhrahmad, Mohammad Hadi Sadreddini. Applying various distance functions and feature extraction schemes to ambiguity resolution
639 -- 657Kazumi Saito, Kouzou Ohara, Masahiro Kimura, Hiroshi Motoda. Which is more influential, "Who" or "When" for a user to rate in online review site?
659 -- 674Qinrong Feng, Fenfen Wang. A discernibility matrix approach to fuzzy soft sets based decision making problems
675 -- 696Yijun Du, Xiaobo Lu, Weili Zeng, Changhui Hu. A novel fuzzy linear discriminant analysis for face recognition

Volume 22, Issue 2

245 -- 260G. Nivetha, K. Venkatalakshmi. Hybrid outlier detection (HOD) method in sensor data for human activity classification
261 -- 295Muhammad Irfan Yousuf, Suhyun Kim. List sampling for large graphs
297 -- 307Viet-Vu Vu. An efficient semi-supervised graph based clustering
309 -- 323Yahong Zhang, Yujian Li, Ting Zhang, Pius Kwao Gadosey, Zhaoying Liu. Feature clustering dimensionality reduction based on affinity propagation
325 -- 344Petr Berka. Comprehensive concept description based on association rules: A meta-learning approach
345 -- 362Mingxin 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
363 -- 382Zhiqiang Chen, Ronglong Wang, René-Vinicio Sánchez, José Valente de Oliveira, Chuan Li 0003. An adaptive genomic difference based genetic algorithm and its application to memetic continuous optimization
383 -- 405Chao Huang, Qing Wang, Donghui Yang, Feifei Xu. Topic mining of tourist attractions based on a seasonal context aware LDA model
407 -- 437Tong Mo, Rong Zhang, Weiping Li, Jingbo Zhang, Zhonghai Wu, Wei Tan. An influence-based fast preceding questionnaire model for elderly assessments
439 -- 462Yiteng 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

Volume 22, Issue 1

0 -- 0Chengbin Peng, Zhihua Zhang, Ka Chun Wong, Xiangliang Zhang, David E. Keyes. A scalable community detection algorithm for large graphs using stochastic block models
3 -- 19Tinghuai Ma, Yu Hao, Xiafei Suo, Yu Xue, Jie Cao. A weighted collaboration network generalization method for privacy protection in C-DBLP
21 -- 43Douglas E. Galarus, Rafal A. Angryk. Beyond accuracy - A SMART approach to site-based spatio-temporal data quality assessment
45 -- 76Hani A. K. Ihlayyel, Nurfadhlina Mohd Sharef, Mohd Zakree Ahmed Nazri, Azuraliza Abu Bakar. An enhanced feature representation based on linear regression model for stock market prediction
77 -- 101Manar Hosny, Lubna Al Hinti, Sawsan Al-Malak. A co-evolutionary framework for adaptive multidimensional data clustering
103 -- 115Chang-Hwan Lee 0001. Multi-label classification of documents using fine-grained weights and modified co-training
117 -- 141Somayyeh Aghababaei, Masoud Makrehchi. Mining Twitter data for crime trend prediction
143 -- 165Wei Song, Beisi Jiang, Yangyang Qiao. Mining multi-relational high utility itemsets from star schemas
167 -- 190Martin Boldt, Anton Borg, Martin Svensson, Jonas Hildeby. Predicting burglars' risk exposure and level of pre-crime preparation using crime scene data
191 -- 210Bo Zheng, Hong-Zhong Huang, Wei Guo, Yan Feng Li, Jinhua Mi. Fault diagnosis method based on supervised particle swarm optimization classification algorithm
211 -- 237Jiamiao Wang, Xindong Wu, Lei Li 0002. A framework for semantic connection based topic evolution with DeepWalk