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Intelligent Data Analysis, Volume 23
Volume 23, Number 1, 2019
- Chenye Qiu, Fei Xiang:
Feature selection using a set based discrete particle swarm optimization and a novel feature subset evaluation criterion. 5-21 - Eduarda Portela, Rita P. Ribeiro
, João Gama
The search of conditional outliers. 23-39 - Hui Li, Fuli Wang, Hongru Li:
Integrating expert knowledge for Bayesian network structure learning based on intuitionistic fuzzy set and Genetic Algorithm. 41-56 - Youcef Djenouri
GPU-based swarm intelligence for Association Rule Mining in big databases. 57-76 - Mahmood Mortazavi-Dehkordi, Kamran Zamanifar:
Efficient resource scheduling for the analysis of Big Data streams. 77-102 - Abhik Ray, Lawrence B. Holder, Albert Bifet
Efficient frequent subgraph mining on large streaming graphs. 103-132 - Siti Rohaidah Ahmad, Azuraliza Abu Bakar, Mohd Ridzwan Yaakub
Ant colony optimization for text feature selection in sentiment analysis. 133-158 - Siti Rohaidah Ahmad, Azuraliza Abu Bakar, Mohd Ridzwan Yaakub
A review of feature selection techniques in sentiment analysis. 159-189 - Brian Keith Norambuena
Sentiment analysis and opinion mining applied to scientific paper reviews. 191-214 - Henry Joutsijoki, Jyrki Rasku, Ilmari Pyykkö, Martti Juhola:
Classification of patients and controls based on stabilogram signal data. 215-226 - Viet-Vu Vu
An efficient density-based clustering with side information and active learning: A case study for facial expression recognition task. 227-240 - Elías Ventura-Molina
Gene selection for enhanced classification on microarray data using a weighted k-NN based algorithm. 241-253
Volume 23, Number 2, 2019
- Heng-Yang Lu, Ning Kang, Yun Li
Utilizing Recurrent Neural Network for topic discovery in short text scenarios. 259-277 - Jelena Graovac, Miljana Mladenovic, Ivana Tanasijevic:
NgramSPD: Exploring optimal n-gram model for sentiment polarity detection in different languages. 279-296 - Joseph Johnson, Christophe G. Giraud-Carrier
Diversity, accuracy and efficiency in ensemble learning: An unexpected result. 297-311 - Yue Zhao, Kenji Yoshigoe, Hongliang Li, Ke Xiong:
Reducing the synchronizing communication overhead for distributed graph-parallel computing. 313-332 - Jin Soung Yoo, Mark Bow:
A framework for generating condensed co-location sets from spatial databases. 333-355 - Yue Geng, Xinyu Luo:
Cost-sensitive convolutional neural networks for imbalanced time series classification. 357-370 - Yue Peng, Edward Huang, Gang Chen, Chongjun Wang, Junyuan Xie:
A general framework for multi-label learning towards class correlations and class imbalance. 371-383 - Tai Vovan
Cluster Width of probability Density functions. 385-405 - Sarach Tuomchomtam
Community recommendation for text post in social media: A case study on Reddit. 407-424 - Abbas Mirzaei, Morteza Barari, Houman Zarrabi:
Efficient resource management for non-orthogonal multiple access: A novel approach towards green hetnets. 425-447 - Adeshina Alani, Isaac Osunmakinde:
When multiple weather variables matter: Intelligent STLF of electricity demand for smart homes. 449-480 - Dong Wang, Chengcheng Wang, Jianhua Xiao, Zhu Xiao, Weiwei Chen, Vincent Havyarimana:
Bayesian optimization of support vector machine for regression prediction of short-term traffic flow. 481-497
Volume 23, Number 3, 2019
- Chuanming Chen, Yonglong Luo, Qingying Yu, Guiyin Hu:
TPPG: Privacy-preserving trajectory data publication based on 3D-Grid partition. 503-533 - Uwe Moser, Dieter Schramm
Multivariate dynamic time warping in automotive applications: A review. 535-553 - Abdoullahi Diasse, Zhiyong Li:
Multi-view deep unsupervised transfer leaning via joint auto-encoder coupled with dictionary learning. 555-571 - Zhiqiang Zhang, Yichao Hu, Songtao Ye, Binbin Nie
Local linear regression-based unsupervised truth discovery. 573-585 - Brian Keith Norambuena
An extension to association rules using a similarity-based approach in semantic vector spaces. 587-607 - Mir Saman Tajbakhsh
Semantic knowledge LDA with topic vector for recommending hashtags: Twitter use case. 609-622 - Cheng-Lung Huang:
Bayesian recommender system for social information sharing: Incorporating tag-based personalized interest and social relationships. 623-639 - Hongmei Li, Xingchun Diao, Jianjun Cao, Lei Zhang
Tag-aware recommendation based on Bayesian personalized ranking and feature mapping. 641-659 - Habibollah Asghari, Omid Fatemi, Salar Mohtaj
On the use of word embedding for cross language plagiarism detection. 661-680 - Longxia Zhu, Hua Xu, Yunfeng Xu, Yi Xiao, Jia Li, Junhui Deng, Xiaomin Sun, Xiaoli Bai:
A joint model of extended LDA and IBTM over streaming Chinese short texts. 681-699 - Jipeng Qiang, Yun Li, Yunhao Yuan, Wei Liu, Xindong Wu:
A practical algorithm for solving the sparseness problem of short text clustering. 701-716 - Jeonghwa Lee, Taek-Ho Lee
Hybrid data stream clustering by controlling decision error. 717-732
Volume 23, Number 4, 2019
- Benchong Li, Qiong Gao:
Improving data quality with label noise correction. 737-757 - Haizhou Du, Wei Fang, Yi Wang:
Hephaistos: A fast and distributed outlier detection approach for big mixed attribute data. 759-778 - Saerom Park, Woojin Lee
Learning of indiscriminate distributions of document embeddings for domain adaptation. 779-797 - Chung-Chian Hsu, Chien-Hao Kung, Jian-Jhong Jheng, Chuan-Yu Chang:
Unsupervised distance learning for extended self-organizing map and visualization of mixed-type data. 799-823 - Yuewei Ming, En Zhu, Mao Wang, Qiang Liu, Xinwang Liu, Jianping Yin:
Scalable k-means for large-scale clustering. 825-838 - Ning Chen, Bernardete Ribeiro
Multi-label learning vector quantization for semi-supervised classification. 839-853 - Chatchai Kasemtaweechok
Adaptive geometric median prototype selection method for k-nearest neighbors classification. 855-876 - Hao Wei, Zhisong Pan
Attributed network representation learning via DeepWalk. 877-893 - Alejandro García-Rudolph, Alberto García-Molina, Josep María Tormos Muñoz
Predictive models for cognitive rehabilitation of patients with traumatic brain injury. 895-915 - Saisai Ma, Jiuyong Li
Discovering context specific causal relationships. 917-931 - Zhuo Tang, Qi Xiao, Li Zhu, Kenli Li, Keqin Li:
A semantic textual similarity measurement model based on the syntactic-semantic representation. 933-950 - Hui Li, Fuli Wang, Hongru Li, Xu Wang:
The relationship determination between the Bayesian networks nodes based on the intuitionistic fuzzy set. 951-969
Volume 23, Number S1, 2019
- Editorial. 1-2
- Yi Zhao, Junfei Guo, Keqing He:
An on-demand service aggregation and service recommendation method based on RGPS. 3-23 - Ye Li, Yiyan Chen, Qun Li:
A clustering algorithm for fuzzy numbers based on fast search and find of density peaks. 25-52 - Junhua Chen, Yanhui Hao, Hao Wang, Tao Wang, Dingwen Zheng:
Futures price prediction modeling and decision-making based on DBN deep learning. 53-65 - Chun Yan, Meixuan Li
Improved ELM optimization model for automobile insurance fraud identification based on AFSA. 67-85 - Sishuai Liang:
On a new polynomial algorithm for solving NPC problems. 87-111 - Haitao Cheng
Representing and reasoning fuzzy spatio- temporal knowledge with description logics: A survey. 113-132 - Jin Gou, Junjie Guo, Lu Zhang, Cheng Wang:
Collaborative filtering recommendation system based on trust-aware and domain experts. 133-151 - Xiaolin Zhu, Yongguo Liu:
An efficient frequent pattern mining algorithm using a highly compressed prefix tree. 153-173 - Hongjiang Ma, Xiangbing Zhou
A GPS location data clustering approach based on a niche genetic algorithm and hybrid K-means. 175-198 - Ye Li, Yiyan Chen, Qun Li:
A fuzzy mixed data clustering algorithm by fast search and find of density peaks. 199-224
Volume 23, Number 5, 2019
- Hongfang Zhou, Hongjiang Liu, Yingjie Zhang, Yao Zhang:
An outlier detection algorithm based on an integrated outlier factor. 975-990 - Yongmou Li, Yijie Wang, Xingkong Ma:
Variational autoencoder-based outlier detection for high-dimensional data. 991-1002 - Imen Chakroun, Tom Vander Aa
Guidelines for enhancing data locality in selected machine learning algorithms. 1003-1020 - Tomasz Praczyk
Ship trajectory anomaly detection. 1021-1040 - Hongming Peng, Bingbing Li, Di He, Junning Wang:
Identification of fixations, saccades and smooth pursuits based on segmentation and clustering. 1041-1054 - Olufunke O. Oladipupo
Evaluation of data analytics based clustering algorithms for knowledge mining in a student engagement data. 1055-1071 - James Large
On time series classification with dictionary-based classifiers. 1073-1089 - Yang Liu
An attention-gated convolutional neural network for sentence classification. 1091-1107 - Ángel Díaz-Pacheco
Facing the full model selection problem in high volume datasets employing intelligent proxy models. 1109-1129 - Maryam Bahrami, Hedieh Sajedi
Image concept detection in imbalanced datasets with ensemble of convolutional neural networks. 1131-1144 - Bijan Ranjbar Sahraei, Hossein Rahmani, Gerhard Weiss, Karl Tuyls:
Distant supervision of relation extraction in sparse data. 1145-1166 - Xiaohan Wang, Yonglong Luo, Shiyang Liu, Taochun Wang, Huihui Han:
Subspace k-anonymity algorithm for location-privacy preservation based on locality-sensitive hashing. 1167-1185
Volume 23, Number 6, 2019
- Editorial. 1187-1189
- Haiyang Yu, Xiaoying Sun, Xuezhi Yan:
Sequential prediction for imbalanced data stream via weighted OS-ELM and dynamic GAN. 1191-1204 - Yun Hou, Li Li, Bailin Li, Jiajia Liu:
An anti-noise ensemble algorithm for imbalance classification. 1205-1217 - Haifeng Li, Mo Hai, Ning Zhang, Jianming Zhu, Yue Wang, Huaihu Cao:
Probabilistic maximal frequent itemset mining methods over uncertain databases. 1219-1241 - Ahmad A. Saifan, Nawzat Al Smadi:
Source code-based defect prediction using deep learning and transfer learning. 1243-1269 - Wasin Kalintha, Satoshi Ono, Masayuki Numao, Ken-ichi Fukui:
Kernelized evolutionary distance metric learning for semi-supervised clustering. 1271-1297 - Elena Bellodi, Ken Satoh, Mahito Sugiyama:
Summarizing significant subgraphs by probabilistic logic programming. 1299-1312 - Haicheng Qu, Jitao Qin, Hao Chen:
The comparison network model for cyber anomaly detection. 1313-1334 - Maozu Guo, Donghua Yu, GuoJun Liu, Xiaoyan Liu
Drug-target interaction data cluster analysis based on improving the density peaks clustering algorithm. 1335-1353 - Saulo Ruiz, Pedro Gomes, Luís Rodrigues, João Gama
Credit scoring for microfinance using behavioral data in emerging markets. 1355-1378 - Somayyeh Aghababaei, Masoud Makrehchi:
Interpolative self-training approach for link prediction. 1379-1395 - Xiaohan Wang, Zepei Zhang, Yonglong Luo, Qingying Yu:
Hierarchical interpolation point anonymity for trajectory privacy protection. 1397-1419 - Zhuo Tang, Zeyu Liu, Kenli Li, Keqin Li:
Real-time incremental recommendation for streaming data based on apache flink. 1421-1437
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