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Intelligent Data Analysis, Volume 25
Volume 25, Number 1, 2021
- Editorial. 1-3
- Mousa Nazari, Saeid Pashazadeh:
Real-time adaptive fuzzy density clustering for multi-target data association. 5-19 - Rafael B. Pereira, Alexandre Plastino, Bianca Zadrozny, Luiz H. C. Merschmann
:
A lazy feature selection method for multi-label classification. 21-34 - Limin Wang, Peng Chen, Shenglei Chen, Minghui Sun:
A novel approach to fully representing the diversity in conditional dependencies for learning Bayesian network classifier. 35-55 - Takeshi Yoshida, Takashi Washio, Takahito Ohshiro, Masateru Taniguchi:
Classification from positive and unlabeled data based on likelihood invariance for measurement. 57-79 - Eva García-Martín, Albert Bifet
Energy modeling of Hoeffding tree ensembles. 81-104 - Chenglong Li, Ning Ding, Yiming Zhai, Haoyun Dong:
Comparative study on credit card fraud detection based on different support vector machines. 105-119 - Ping-Yu Hsu, Jui Yi Chung, Yu-Chin Liu:
Using the beta distribution technique to detect attacked items from collaborative filtering. 121-137 - Yongxiang Cai, Jingwen Gao, Gen Zhang, Yuangang Liu:
Efficient facial expression recognition based on convolutional neural network. 139-154 - Mozhgan Ghasabi, Mahmood Deypir:
Using optimized statistical distances to confront distributed denial of service attacks in software defined networks. 155-176 - Ana Fernández del Río
A time series approach to player churn and conversion in videogames. 177-203 - Jin He, Lei Li, Yan Wang
Hierarchical features-based targeted aspect extraction from online reviews. 205-223 - Weidong Zhao, Zhaoxin Yu, Ran Wu:
A citation recommendation method based on context correlation. 225-243
Volume 25, Number 2, 2021
- Editorial. 245-247
- Yingkun Huang, Weidong Jin, Zhibin Yu, Bing Li:
A robust anomaly detection algorithm based on principal component analysis. 249-263 - Junyou Ye, Zhixia Yang, Zhilin Li
Quadratic hyper-surface kernel-free least squares support vector regression. 265-281 - Na Liu, Fei Xie
Suffix array for multi-pattern matching with variable length wildcards. 283-303 - Jincao Li, Ming Xu:
A parametric approximation algorithm for spatial group keyword queries. 305-319 - Leandro Augusto da Silva, Bruno P. de Vasconcelos, Emilio Del-Moral-Hernandez:
A model to estimate the Self-Organizing Maps grid dimension for Prototype Generation. 321-338 - Guowang Du, Lihua Zhou, Kevin Lü
Deep multiple non-negative matrix factorization for multi-view clustering. 339-357 - Tao Luo, Xudong Cao, Jin Li, Kun Dong, Rui Zhang, Xueliang Wei:
Multi-task prediction model based on ConvLSTM and encoder-decoder. 359-382 - Yongquan Wan, Yizhou Chen, Cairong Yan, Bofeng Zhang:
Similarity-based sales forecasting using improved ConvLSTM and prophet. 383-396 - Xiaoling Huang
Microbloggers' interest inference using a subgraph stream. 397-417 - Liang Ge, Kunyan Wu, Feng Chang, Aoli Zhou, Hang Li, Junling Liu:
Deep spatial-temporal fusion network for fine-grained air pollutant concentration prediction. 419-438 - Haowen Zhang
An efficient method for time series similarity search using binary code representation and hamming distance. 439-461 - Yulin Mao, Shuangxin Wang, Dingli Yu
Automatic image detection of multi-type surface defects on wind turbine blades based on cascade deep learning network. 463-482 - Nianwen Ning, Yilin Yang, Chenguang Song, Bin Wu:
An adaptive node embedding framework for multiplex networks. 483-503
Volume 25, Number 3, 2021
- Editorial. 505-507
- Maximiliano García, Sebastián Maldonado, Carla Vairetti:
Efficient n-gram construction for text categorization using feature selection techniques. 509-525 - Babak Masoudi, Sabalan Daneshvar, Seyed Naser Razavi:
Multi-modal neuroimaging feature fusion via 3D Convolutional Neural Network architecture for schizophrenia diagnosis. 527-540 - Zicheng Wang, Yanrui Sun:
Optimization of SMOTE for imbalanced data based on AdaRBFNN and hybrid metaheuristics. 541-554 - Chuantao Wang, Xuexin Yang, Linkai Ding:
Sentiment classification based on weak tagging information and imbalanced data. 555-570 - Jaroslav Frnda
A new perceptual evaluation method of video quality based on neural network. 571-587 - Jiasheng Si, Linsen Guo, Deyu Zhou:
Unsupervised latent event representation learning and storyline extraction from news articles based on neural networks. 589-603 - Chen Zhao, Zhongxin Liu
A novel krill herd algorithm with orthogonality and its application to data clustering. 605-626 - Jiana Meng, Yu Dong, Yingchun Long, Dandan Zhao:
An attention network based on feature sequences for cross-domain sentiment classification. 627-640 - Limin Wang, Sikai Qi, Yang Liu
Bagging k-dependence Bayesian network classifiers. 641-667 - Xiaojun Qi, Xianhua Zeng, Shumin Wang, Yicai Xie, Liming Xu:
Cross-modal variable-length hashing based on hierarchy. 669-685 - Mostafa Boskabadi, Mahdi Doostparast:
Regression trees with splitting based on changes of dependencies among covariates. 687-710 - Phu Pham, Phuc Do:
W-MMP2Vec: Topic-driven network embedding model for link prediction in content-based heterogeneous information network. 711-738 - Zheng Wu, Hongchang Chen, Jianpeng Zhang, Shuxin Liu, Ruiyang Huang, Yulong Pei:
A directed link prediction method using graph convolutional network based on social ranking theory. 739-757
Volume 25, Number 4, 2021
- Editorial. 759-761
- Alladoumbaye Ngueilbaye
Methods for detecting and correcting contextual data quality problems. 763-787 - Kai Vahldiek
Development of a data generator for multivariate numerical data with arbitrary correlations and distributions. 789-807 - Qing Ye, Haoxin Zhong, Chang Qu, Yongmei Zhang:
Human interaction recognition method based on parallel multi-feature fusion network. 809-823 - Ahmad Jaffar Khan, Basit Raza
Handling incomplete data classification using imputed feature selected bagging (IFBag) method. 825-846 - Haleh Homayouni, Eghbal G. Mansoori:
Manifold regularization ensemble clustering with many objectives using unsupervised extreme learning machines. 847-862 - Xuemin Tan, Chao Guo, Tao Jiang, Kechang Fu, Nan Zhou, Jianying Yuan, Guoliang Zhang:
A new semi-supervised algorithm combined with MCICA optimizing SVM for motion imagination EEG classification. 863-877 - Ekaterina Merkurjev:
A graphical approach for multiclass classification and for correcting the labeling errors in mislabeled training data. 879-906 - Adam Krechowicz:
Content-aware data distribution over cluster nodes. 907-927 - Shuang Yu
C_CART: An instance confidence-based decision tree algorithm for classification. 929-948 - Nannan Zhang, Xixi Yao, Chao Luo:
The prediction of online time series with concept drift based on dynamic intuitionistic fuzzy cognitive map. 949-972 - Yanben Wang, Jurong Bai:
Quantitative predicting propagation breadth and depth of microblog users' forwarding behavior. 973-991 - Ting Da, Liang Yang:
TextureMask: A merged architecture for low-resolution instance segmentation. 993-1012 - Zeeshan Zeeshan, Qurat ul Ain, Uzair Aslam Bhatti, Waqar Hussain Memon, Sajid Ali, Saqib Ali Nawaz, Mir Muhammad Nizamani, Anum Mehmood, Mughair Aslam Bhatti, Muhammad Usman Shoukat:
Feature-based multi-criteria recommendation system using a weighted approach with ranking correlation. 1013-1029 - Helang Lai, Keke Wu, Lingli Li:
Multimodal emotion recognition with hierarchical memory networks. 1031-1045
Volume 25, Number 5, 2021
- A. Famili:
Editorial. 1047-1049 - Fabian Kai-Dietrich Noering, Konstantin Jonas, Frank Klawonn
Improving discretization based pattern discovery for multivariate time series by additional preprocessing. 1051-1072 - Nor Hamizah Miswan
Predictive modelling of hospital readmission: Evaluation of different preprocessing techniques on machine learning classifiers. 1073-1098 - Jie Chen, Huijun Wang, Shu Zhao, Ying Wang, Yanping Zhang:
A non-binary hierarchical tree overlapping community detection based on multi-dimensional similarity. 1099-1113 - Yongquan Wan, Lihua Zhu, Cairong Yan, Bofeng Zhang:
Attribute interaction aware matrix factorization method for recommendation. 1115-1130 - Ritesh Srivastava, Veena Mittal
ADAW: Age decay accuracy weighted ensemble method for drifting data stream mining. 1131-1152 - Bentian Li, Dechang Pi, Yunxia Lin, Izhar Ahmed Khan
Biogc: A novel framework for biological network classification via machine learning. 1153-1168 - Deniu He, Hong Yu, Guoyin Wang, Jie Li:
A two-stage clustering-based cold-start method for active learning. 1169-1185 - Pu Wang, Wei Chen, Jinjing Huang, Yuyang Wei, Junhua Fang, Lei Zhao:
Location prediction for facility placement by incorporating multi-characteristic information. 1187-1210 - Tham Vo, Phuc Do:
GOW-Stream: A novel approach of graph-of-words based mixture model for semantic-enhanced text stream clustering. 1211-1231 - Ayyad Maafiri
Robust face recognition based on a new Kernel-PCA using RRQR factorization. 1233-1245 - Chuanming Chen, Wenshi Lin, Shuanggui Zhang, Zitong Ye, Qingying Yu, Yonglong Luo:
Personalized trajectory privacy-preserving method based on sensitive attribute generalization and location perturbation. 1247-1271 - Shuangxi Wang, Hongwei Ge, Jinlong Yang, Shuzhi Su:
Virtual samples based robust block-diagonal dictionary learning for face recognition. 1273-1290 - Sandeep Kumar Singla, Rahul Dev Garg
Ensemble machine learning methods for spatio-temporal data analysis of plant and ratoon sugarcane. 1291-1322 - Kazumi Saito, Takayasu Fushimi, Kouzou Ohara, Masahiro Kimura, Hiroshi Motoda:
Efficient computation of target-oriented link criticalness centrality in uncertain graphs. 1323-1343
Volume 25, Number 6, 2021
- A. Famili:
Editorial. 1345-1347 - Chung-Chian Hsu, Wei-Cyun Tsao, Arthur Chang, Chuan-Yu Chang:
Analyzing mixed-type data by using word embedding for handling categorical features. 1349-1368 - Ahmad A. Saifan, Zainab Lataifeh:
Privacy preserving defect prediction using generalization and entropy-based data reduction. 1369-1405 - Haibo Li, Yongbo Yu:
Detecting a multigranularity event in an unequal interval time series based on self-adaptive segmenting. 1407-1429 - Limin Wang, Peng Chen, Musa Mammadov, Yang Liu
Alleviating the independence assumptions of averaged one-dependence estimators by model weighting. 1431-1451 - Chunhua Tang
An improved OPTICS clustering algorithm for discovering clusters with uneven densities. 1453-1471 - Yulong Bai, Di Wang, Yizhao Wang, Ming-heng Chang:
Differential evolution algorithm-based multiple-factor optimization methods for data assimilation. 1473-1486 - Hao Chen, Yu Xia, Yuekai Pan, Qing Yang:
Time-series data dynamic density clustering. 1487-1506 - Chunying Zhang, Ruiyan Gao, Jiahao Wang, Song Chen, Fengchun Liu, Jing Ren, Xiaoze Feng:
MD-SPKM: A set pair k-modes clustering algorithm for incomplete categorical matrix data. 1507-1524 - Hyun-Seok Kang, Chi-Hyuck Jun:
Mutual information-based multi-output tree learning algorithm. 1525-1545 - Paria Golshanrad, Hossein Rahmani, Banafsheh Karimian, Fatemeh Karimkhani, Gerhard Weiss:
MEGA: Predicting the best classifier combination using meta-learning and a genetic algorithm. 1547-1563 - Xun Wang, Hanlin Li, Lisheng Wang, Yongzhi Yu, Hao Zhou, Lei Wang, Tao Song:
An improved YOLOv3 model for detecting location information of ovarian cancer from CT images. 1565-1578 - Carlos Narciso Rocha, Fátima Rodrigues:
Forecasting emergency department admissions. 1579-1601 - Xiao Yao, Zhengyan Sheng, Min Gu, Haibin Wang, Ning Xu, Xiaofeng Liu:
Attention mechanism based LSTM in classification of stressed speech under workload. 1603-1627 - Ali Asghar Safaei, Saeede HabibiAsl:
Multidimensional indexing technique for medical images retrieval. 1629-1666
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