IDA - volume 22 - 2018 论文列表 |
| 点击这里查看 Intelligent Data Analysis 的JCR分区、影响因子等信息 |
Volume 22, Number 6, 2018
Xiaohan Wang Yonglong Luo Yefeng Jiang Wenli Wu Qingying Yu
Stock price prediction through sentiment analysis of corporate disclosures using distributed representation.
Misuk Kim Eunjeong Lucy Park Sungzoon Cho
Collaborative social deep learning for celebrity recommendation.Huiting Liu Liangquan Yang Chao Ling Xindong Wu
Improving acute kidney injury detection with conditional probabilities.Ana Rita Nogueira Carlos Abreu Ferreira João Gama
Schema induction from incomplete semantic data. A dependency-graph based approach for finding justification in OWL 2 EL. Embedding of the Hamming space into a sphere with weighted quadrance metric and c-means clustering of nominal-continuous data.Aleksander Denisiuk Michal Grabowski
Discovering frequent induced subgraphs from directed networks.Sen Zhang Zhihui Du Jason T. L. Wang Haodi Jiang
A novel approach for hiding sensitive utility and frequent itemsets. A more time-efficient gibbs sampling algorithm based on SparseLDA for latent dirichlet allocation.Xiaotang Zhou Jihong Ouyang Ximing Li
A hybrid filter-wrapper feature selection method for DDoS detection in cloud computing.Mustapha Belouch Salah el Hadaj Mohamed Idhammad
Feature selection using forest optimization algorithm based on contribution degree. Editorial.Volume 22, Number 5, 2018
Saeed Farzi Heshaam Faili Sahar Kianian
Social community evolution by combining gravitational relationship with community structure.Jia Liu Yajun Du Qing Li Chun-Long Fu
Implied volatility parameterization based on a machine learning polynomial approach.Mostafa Pouralizadeh Jobejarkol Abdolrahim Badamchizadeh Manuel Morales
Finite population Bayesian bootstrapping in high-dimensional classification via logistic regression.Shaho Zarei Adel Mohammadpour Saeid Rezakhah
Host-based misuse intrusion detection using PCA feature extraction and kNN classification algorithms. Fast multi-label SVM training based on approximate extreme points.Zhongwei Sun Zhongwen Guo Chao Liu Mingxing Jiang Xi Wang
A probabilistic model selection criterion for spectral clustering.Pierrick Bruneau Benoît Otjacques
A bounded-size clustering algorithm on fully-dynamic streaming graphs.Jianpeng Zhang Yulong Pei George H. L. Fletcher Mykola Pechenizkiy
Heat Map Based Feature Ranker: In depth comparison with popular methods.Carlos Huertas Reyes Juárez-Ramírez Christian Raymond
Visualized mixed-type data analysis via dimensionality reduction. Ensemble based on feature projection and under-sampling for imbalanced learning. Improved over-sampling techniques based on sparse representation for imbalance problem.Volume 22, Number 4, 2018
Fei Lin Jian Jiang Jin Fan Shihua Wang
Personalized news recommendation using graph-based approach.Lenin Mookiah William Eberle Maitrayi Mondal
Towards semi-automatic human performance evaluation: The case study of a contact center.Andrea Brunello Fernando Jiménez Enrico Marzano José Palma Gracia Sánchez Guido Sciavicco
A deep belief network based precipitation forecast approach using multiple environmental factors.Pengcheng Zhang Yangyang Jia Lei Zhang Jerry Gao Hareton Leung
Efficient pattern matching with periodical wildcards in uncertain sequences.Huiting Liu Lili Wang Zhizhong Liu Peng Zhao Xindong Wu
TFI-Apriori: Using new encoding to optimize the apriori algorithm.Ebrahim Ansari M. H. Sadreddini S. M. H. Mirsadeghi Morteza Keshtkaran Richard Wallace
An online adaptive classifier ensemble for mining non-stationary data streams.Alberto Verdecia-Cabrera Isvani Inocencio Frías Blanco André C. P. L. F. de Carvalho
RLS: An efficient time series clustering method based on u-shapelets. Spectral clustering with adaptive similarity measure in Kernel space. Data clustering with stochastic cellular automata.Enes Burak Dündar Emin Erkan Korkmaz
De-noising documents with a novelty detection method utilizing class vectors. Active learning support vector machines with low-rank transformation.Volume 22, Number 3, 2018
Yijun Du Xiaobo Lu Weili Zeng Changhui Hu
A discernibility matrix approach to fuzzy soft sets based decision making problems. Which is more influential, "Who" or "When" for a user to rate in online review site?Kazumi Saito Kouzou Ohara Masahiro Kimura Hiroshi Motoda
Applying various distance functions and feature extraction schemes to ambiguity resolution.Abdoreza Rezapour Seyed Mostafa Fakhrahmad Mohammad Hadi Sadreddini
Understanding time use via data mining: A clustering-based framework.Jorge Rosales-Salas Sebastián Maldonado Alex Seret
An efficient heuristic approach for learning a set of composite graph classification rules.Viet Anh Nguyen Long Giang Nguyen
Hierarchical clustering of heavy-tailed data using a new similarity measure.Mohammad Seidpisheh Adel Mohammadpour
Bayesian exploratory clustering with entropy Chinese restaurant process.Chien-Liang Liu Wen-Hoar Hsaio Che-Yuan Lin
Task-specific word identification from short texts using a convolutional neural network.Shuhan Yuan Xintao Wu Yang Xiang
Microblog oriented interest extraction with both content and network structure.Hao Wang Xiaoling Huang Lei Li
Collaborative data mining for clinical trial analytics.Vandana P. Janeja Jay Gholap Prathamesh Walkikar Yelena Yesha Naphtali Rishe Michael A. Grasso
Detecting manifold dependences of multivariate data with total correlation.Volume 22, Number 2, 2018
Yiteng Wu Hongtao Yu Jianpeng Zhang Shuxin Liu Ruiyang Huang Peng Li
An influence-based fast preceding questionnaire model for elderly assessments.Tong Mo Rong Zhang Weiping Li Jingbo Zhang Zhonghai Wu Wei Tan
Topic mining of tourist attractions based on a seasonal context aware LDA model.Chao Huang Qing Wang Donghui Yang Feifei Xu
An adaptive genomic difference based genetic algorithm and its application to memetic continuous optimization.Zhiqiang Chen Ronglong Wang René-Vinicio Sánchez José Valente de Oliveira Chuan Li
An eye detection method based on convolutional neural networks and support vector machines.Mingxin Yu Xiaoying Tang Yingzi Lin David Schmidt Xiangzhou Wang Yikang Guo Bo Liang
Comprehensive concept description based on association rules: A meta-learning approach. Feature clustering dimensionality reduction based on affinity propagation.Yahong Zhang Yujian Li Ting Zhang Pius Kwao Gadosey Zhaoying Liu
An efficient semi-supervised graph based clustering. List sampling for large graphs. Hybrid outlier detection (HOD) method in sensor data for human activity classification.Volume 22, Number 1, 2018
Jiamiao Wang Xindong Wu Lei Li
Fault diagnosis method based on supervised particle swarm optimization classification algorithm.Bo Zheng Hong-Zhong Huang Wei Guo Yan-Feng Li Jinhua Mi
Predicting burglars' risk exposure and level of pre-crime preparation using crime scene data.Martin Boldt Anton Borg Martin Svensson Jonas Hildeby
Mining multi-relational high utility itemsets from star schemas.Wei Song Beisi Jiang Yangyang Qiao
Mining Twitter data for crime trend prediction.Somayyeh Aghababaei Masoud Makrehchi
Multi-label classification of documents using fine-grained weights and modified co-training. A co-evolutionary framework for adaptive multidimensional data clustering.Manar Ibrahim Hosny Lubna Al Hinti Sawsan Al-Malak
An enhanced feature representation based on linear regression model for stock market prediction.Hani A. K. Ihlayyel Nurfadhlina Mohd Sharef Mohd Zakree Ahmed Nazri Azuraliza Abu Bakar
Beyond accuracy - A SMART approach to site-based spatio-temporal data quality assessment.Douglas E. Galarus Rafal A. Angryk
A weighted collaboration network generalization method for privacy protection in C-DBLP.Tinghuai Ma Yu Hao Xiafei Suo Yu Xue Jie Cao
A scalable community detection algorithm for large graphs using stochastic block models.Chengbin Peng Zhihua Zhang Ka-Chun Wong Xiangliang Zhang David E. Keyes