IDA - volume 23 - 2019 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 23, Number 6, 2019
Zhuo Tang Zeyu Liu Kenli Li Keqin Li
Hierarchical interpolation point anonymity for trajectory privacy protection.
Xiaohan Wang Zepei Zhang Yonglong Luo Qingying Yu
Interpolative self-training approach for link prediction.Somayyeh Aghababaei Masoud Makrehchi
Credit scoring for microfinance using behavioral data in emerging markets.Saulo Ruiz Pedro Gomes Luís Rodrigues João Gama
Drug-target interaction data cluster analysis based on improving the density peaks clustering algorithm.Maozu Guo Donghua Yu GuoJun Liu Xiaoyan Liu Shuang Cheng
The comparison network model for cyber anomaly detection.Haicheng Qu Jitao Qin Hao Chen
Summarizing significant subgraphs by probabilistic logic programming.Elena Bellodi Ken Satoh Mahito Sugiyama
Kernelized evolutionary distance metric learning for semi-supervised clustering.Wasin Kalintha Satoshi Ono Masayuki Numao Ken-ichi Fukui
Source code-based defect prediction using deep learning and transfer learning.Ahmad A. Saifan Nawzat Al Smadi
Probabilistic maximal frequent itemset mining methods over uncertain databases.Haifeng Li Mo Hai Ning Zhang Jianming Zhu Yue Wang Huaihu Cao
An anti-noise ensemble algorithm for imbalance classification.Yun Hou Li Li Bailin Li Jiajia Liu
Sequential prediction for imbalanced data stream via weighted OS-ELM and dynamic GAN.Haiyang Yu Xiaoying Sun Xuezhi Yan
Editorial.
Volume 23, Number 5, 2019
Xiaohan Wang Yonglong Luo Shiyang Liu Taochun Wang Huihui Han
Distant supervision of relation extraction in sparse data.Bijan Ranjbar Sahraei Hossein Rahmani Gerhard Weiss Karl Tuyls
Image concept detection in imbalanced datasets with ensemble of convolutional neural networks. Facing the full model selection problem in high volume datasets employing intelligent proxy models.Angel Díaz-Pacheco Carlos A. Reyes García
An attention-gated convolutional neural network for sentence classification.Yang Liu Lixin Ji Ruiyang Huang Tuosiyu Ming Chao Gao Jianpeng Zhang
On time series classification with dictionary-based classifiers.James Large Anthony J. Bagnall Simon Malinowski Romain Tavenard
Evaluation of data analytics based clustering algorithms for knowledge mining in a student engagement data.Olufunke O. Oladipupo Oludayo O. Olugbara
Identification of fixations, saccades and smooth pursuits based on segmentation and clustering.Hongming Peng Bingbing Li Di He Junning Wang
Ship trajectory anomaly detection. Guidelines for enhancing data locality in selected machine learning algorithms.Imen Chakroun Tom Vander Aa Tom Ashby
Variational autoencoder-based outlier detection for high-dimensional data. An outlier detection algorithm based on an integrated outlier factor.Volume 23, Number S1, 2019
Jin Gou Junjie Guo Lu Zhang Cheng Wang
Representing and reasoning fuzzy spatio- temporal knowledge with description logics: A survey.Haitao Cheng Ruchuan Wang Peng Li He Xu
On a new polynomial algorithm for solving NPC problems. Improved ELM optimization model for automobile insurance fraud identification based on AFSA. Futures price prediction modeling and decision-making based on DBN deep learning.Junhua Chen Yanhui Hao Hao Wang Tao Wang Dingwen Zheng
A clustering algorithm for fuzzy numbers based on fast search and find of density peaks. An on-demand service aggregation and service recommendation method based on RGPS. Editorial.
Volume 23, Number 4, 2019
Hui Li Fuli Wang Hongru Li Xu Wang
A semantic textual similarity measurement model based on the syntactic-semantic representation.Zhuo Tang Qi Xiao Li Zhu Kenli Li Keqin Li
Discovering context specific causal relationships.Saisai Ma Jiuyong Li Lin Liu Thuc Duy Le
Predictive models for cognitive rehabilitation of patients with traumatic brain injury.Alejandro García-Rudolph Alberto García-Molina Josep María Tormos Muñoz
Attributed network representation learning via DeepWalk.Hao Wei Zhisong Pan Guyu Hu Haimin Yang Xin Li Xingyu Zhou
Adaptive geometric median prototype selection method for k-nearest neighbors classification.Chatchai Kasemtaweechok Worasait Suwannik
Multi-label learning vector quantization for semi-supervised classification.Ning Chen Bernardete Ribeiro Chaosheng Tang An Chen
Scalable k-means for large-scale clustering.Yuewei Ming En Zhu Mao Wang Qiang Liu Xinwang Liu Jianping Yin
Unsupervised distance learning for extended self-organizing map and visualization of mixed-type data.Chung-Chian Hsu Chien-Hao Kung Jian-Jhong Jheng Chuan-Yu Chang
Learning of indiscriminate distributions of document embeddings for domain adaptation. Hephaistos: A fast and distributed outlier detection approach for big mixed attribute data. Improving data quality with label noise correction.Volume 23, Number 3, 2019
Jeonghwa Lee Taek-Ho Lee Chi-Hyuck Jun
A practical algorithm for solving the sparseness problem of short text clustering.Jipeng Qiang Yun Li Yunhao Yuan Wei Liu Xindong Wu
A joint model of extended LDA and IBTM over streaming Chinese short texts.Longxia Zhu Hua Xu Yunfeng Xu Yi Xiao Jia Li Junhui Deng Xiaomin Sun Xiaoli Bai
On the use of word embedding for cross language plagiarism detection.Habibollah Asghari Omid Fatemi Salar Mohtaj Heshaam Faili Paolo Rosso
Tag-aware recommendation based on Bayesian personalized ranking and feature mapping.Hongmei Li Xingchun Diao Jianjun Cao Lei Zhang Qin Feng
Bayesian recommender system for social information sharing: Incorporating tag-based personalized interest and social relationships. Semantic knowledge LDA with topic vector for recommending hashtags: Twitter use case.Mir Saman Tajbakhsh Jamshid Bagherzadeh
An extension to association rules using a similarity-based approach in semantic vector spaces.Brian Keith Norambuena Claudio Meneses Villegas
Local linear regression-based unsupervised truth discovery. Multi-view deep unsupervised transfer leaning via joint auto-encoder coupled with dictionary learning. Multivariate dynamic time warping in automotive applications: A review. TPPG: Privacy-preserving trajectory data publication based on 3D-Grid partition.Volume 23, Number 2, 2019
Dong Wang Chengcheng Wang Jianhua Xiao Zhu Xiao Weiwei Chen Vincent Havyarimana
When multiple weather variables matter: Intelligent STLF of electricity demand for smart homes.Adeshina Alani Isaac Osunmakinde
Efficient resource management for non-orthogonal multiple access: A novel approach towards green hetnets.Abbas Mirzaei Morteza Barari Houman Zarrabi
Community recommendation for text post in social media: A case study on Reddit.Sarach Tuomchomtam Nuanwan Soonthornphisaj
Cluster Width of probability Density functions. A general framework for multi-label learning towards class correlations and class imbalance.Yue Peng Edward Huang Gang Chen Chongjun Wang Junyuan Xie
Cost-sensitive convolutional neural networks for imbalanced time series classification. A framework for generating condensed co-location sets from spatial databases. Reducing the synchronizing communication overhead for distributed graph-parallel computing.Yue Zhao Kenji Yoshigoe Hongliang Li Ke Xiong
Diversity, accuracy and efficiency in ensemble learning: An unexpected result.Joseph Johnson Christophe G. Giraud-Carrier
NgramSPD: Exploring optimal n-gram model for sentiment polarity detection in different languages.Jelena Graovac Miljana Mladenovic Ivana Tanasijevic
Utilizing Recurrent Neural Network for topic discovery in short text scenarios.Heng-Yang Lu Ning Kang Yun Li Qianyi Zhan Jun-Yuan Xie Chong-Jun Wang
Volume 23, Number 1, 2019
Elías Ventura-Molina Antonio Alarcón Paredes Mario Aldape-Pérez Cornelio Yáñez-Márquez Gustavo Adolfo Alonso-Silverio
An efficient density-based clustering with side information and active learning: A case study for facial expression recognition task.Viet-Vu Vu Hong-Quan Do Vu-Tuan Dang Nang-Toan Do
Classification of patients and controls based on stabilogram signal data.Henry Joutsijoki Jyrki Rasku Ilmari Pyykkö Martti Juhola
Sentiment analysis and opinion mining applied to scientific paper reviews.Brian Keith Norambuena Exequiel Fuentes Lettura Claudio Meneses Villegas
A review of feature selection techniques in sentiment analysis.Siti Rohaidah Ahmad Azuraliza Abu Bakar Mohd Ridzwan Yaakub
Ant colony optimization for text feature selection in sentiment analysis.Siti Rohaidah Ahmad Azuraliza Abu Bakar Mohd Ridzwan Yaakub
Efficient frequent subgraph mining on large streaming graphs.Abhik Ray Lawrence B. Holder Albert Bifet
Efficient resource scheduling for the analysis of Big Data streams.Mahmood Mortazavi-Dehkordi Kamran Zamanifar
GPU-based swarm intelligence for Association Rule Mining in big databases.Youcef Djenouri Philippe Fournier-Viger Jerry Chun-Wei Lin Djamel Djenouri Asma Belhadi
Integrating expert knowledge for Bayesian network structure learning based on intuitionistic fuzzy set and Genetic Algorithm. The search of conditional outliers. Feature selection using a set based discrete particle swarm optimization and a novel feature subset evaluation criterion.