Intelligent Data Analysis, Volume 26 (original) (raw)

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Volume 26, Number 1, 2022

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    Editorial. 1-3
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    Wafa Zubair Al-Dyani, Farzana Kabir Ahmad, Siti Sakira Kamaruddin:
    Improvements of bat algorithm for optimal feature selection: A systematic literature review. 5-31
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    Wenhao Shu, Zhenchao Yan, Ting Chen, Jianhui Yu, Wenbin Qian:
    Information granularity-based incremental feature selection for partially labeled hybrid data. 33-56
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    Zhenzhen Sun, Yuanlong Yu:
    Robust multi-class feature selection via l2, 0-norm regularization minimization. 57-73
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    Aicha Aggoune:
    Intelligent data integration from heterogeneous relational databases containing incomplete and uncertain information. 75-99
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    Qian Wang, Chaoyu Gong, Pei-hong Wang:
    Clustering based on adaptive local density with evidential assigning strategy. 101-118
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    Angel Deborah S, Sakaya Milton Rajendram, T. T. Mirnalinee, Rajalakshmi Sivanaiah:
    Contextual emotion detection on text using gaussian process and tree based classifiers. 119-132
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    A. Anandaraj, P. J. A. Alphonse:
    Tree based Ensemble for Enhanced Prediction (TEEP) of epileptic seizures. 133-151
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    Junjie Jia, Pengtao Liu, Xiaojin Du, Yewang Yao, Zhipeng Lei:
    The overlapping community discovery algorithm based on the local interaction model. 153-171
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    Jinsong Li, Jianhua Peng, Shuxin Liu, Lintianran Weng, Cong Li:
    Temporal link prediction in directed networks based on self-attention mechanism. 173-188
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    Liang Zhang, Zhengang Zhao, Dacheng Zhang, Chuan Luo, Chuan Li:
    Particle swarm optimization pattern recognition neural network for transmission lines faults classification. 189-203
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    Liqing Qiu, Zhongqi Yang, Shiwei Zhu, Xiangbo Tian, Shuqi Liu:
    ComIM: A community-based algorithm for influence maximization under the weighted cascade model on social networks. 205-220
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    Milad Allahgholi, Hossein Rahmani, Delaram Javdani, Zahra Sadeghi-Adl, Andreas Bender, Dezsö Módos, Gerhard Weiss:
    DDREL: From drug-drug relationships to drug repurposing. 221-237
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    Mengfei Yuan, Xiu Kan, Chi-Hung Chi, Le Cao, Huisheng Shu, Yixuan Fan:
    An adaptive simulated annealing and artificial fish swarm algorithm for the optimization of multi-depot express delivery vehicle routing. 239-256
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    Rustem Takhanov, Vladimir Kolmogorov:
    Combining pattern-based CRFs and weighted context-free grammars. 257-272

Volume 26, Number 2, 2022

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    A. Famili:
    Editorial. 273-275
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    Huynh Thi Thu Thuy, Duong Tuan Anh, Vo Thi Ngoc Chau:
    Anomaly repair-based approach to improve time series forecasting. 277-294
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    Tingting Zhu, Ye-Zheng Liu, Jianshan Sun, Chunhua Sun:
    Topic discovery from short reviews based on data enhancement. 295-310
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    Shikha Gupta, Anuradha Chug:
    A feature selection strategy for improving software maintainability prediction. 311-344
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    Hanlu Chu, Haien Zeng, Hanjiang Lai, Yong Tang:
    Efficient modal-aware feature learning with application in multimodal hashing. 345-360
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    Hrvoje Ljubic, Goran Martinovic, Tomislav Volaric:
    Augmenting data with generative adversarial networks: An overview. 361-378
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    Maojun Zhang, Cuiqing Zhang, Xijun Liang, Zhonghang Xia, Ling Jian, Jiangxia Nan:
    A noise-resilient online learning algorithm with ramp loss for ordinal regression. 379-405
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    Yuntao Du, Ruiting Zhang, Xiaowen Zhang, Yirong Yao, Hengyang Lu, Chongjun Wang:
    Learning transferable and discriminative features for unsupervised domain adaptation. 407-425
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    Kang Liu, Feng Xue, Richang Hong:
    RGCF: Refined graph convolution collaborative filtering with concise and expressive embedding. 427-445
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    Maryam Bahrkazemi, Maryam Mohammadi:
    A strategy to estimate the optimal low-rank in incremental SVD-based algorithms for recommender systems. 447-467
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    Xiuliang Duan, Liqing Qiu, Chengai Sun:
    TSPS: A Topic based Shortest Path Set algorithm for influence maximization. 469-480
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    Pedro Pablo González Pérez, Máximo Sánchez-Gutiérrez:
    Improving the accuracy of multiclass classification in machine learning: A case study in a cell signaling dataset. 481-500
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    Leila Yousefi, Allan Tucker:
    Identifying latent variables in Dynamic Bayesian Networks with bootstrapping applied to Type 2 Diabetes complication prediction. 501-524
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    Hui Li, Jin Lu, Yuquan Le, Jiawei He:
    IACN: Interactive attention capsule network for similar case matching. 525-541
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    Weijian Ni, Ming Yan, Tong Liu, Qingtian Zeng:
    Predicting remaining execution time of business process instances via auto-encoded transition system. 543-562

Volume 26, Number 3, 2022

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    Editorial. 563-565
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    Peng Li, Haibin Xie, Yifei Shi, Xin Xu:
    Extended clustering algorithm based on cluster shape boundary. 567-582
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    Xiaoying Pan, Rong Jia, Jiahao Huang, Hao Wang:
    A resistance outlier sampling algorithm for imbalanced data prediction. 583-598
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    Jiakun Zhao, Ju Jin, Yibo Zhang, Ruifeng Zhang, Si Chen:
    Multi-class WHMBoost: An ensemble algorithm for multi-class imbalanced data. 599-614
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    Danyang Chen, Xiangyu Wang, Xiu Xu, Cheng Zhong, Jinhui Xu:
    Sparse non-negative matrix factorization for uncertain data clustering. 615-636
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    Bárbara Stéphanie Neves Oliveira, Andreza Fernandes de Oliveira, Vinicius Monteiro de Lira, Ticiana Linhares Coelho da Silva, José Antônio Fernandes de Macêdo:
    HELD: Hierarchical entity-label disambiguation in named entity recognition task using deep learning. 637-657
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    Xijia Tang, Chao Xu, Tingjin Luo, Chenping Hou:
    Multi-instance positive and unlabeled learning with bi-level embedding. 659-678
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    Hatem Soliman, Izhar Ahmed Khan, Yasir Hussain:
    Learning to transfer knowledge from RDF Graphs with gated recurrent units. 679-694
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    Mahdi Naghibi, Reza Anvari, Ali Forghani, Behrouz Minaei:
    Online learning agents for cost-sensitive topical data acquisition from the web. 695-722
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    Sungyoon Choi, Dongkyu Gwak, Jae Wook Song, Woojin Chang:
    Stock market network based on bi-dimensional histogram and autoencoder. 723-750
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    Wei Guo, Han Qiu, Zimian Liu, Junhu Zhu, Qingxian Wang:
    An integrated model based on feedforward neural network and Taylor expansion for indicator correlation elimination. 751-783
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    Fares Meghdouri, Félix Iglesias Vázquez, Tanja Zseby:
    Modeling data with observers. 785-803
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    Zohreh Bostanian, Reza Boostani, Malihe Sabeti, Mokhtar Mohammadi:
    ORBoost: An Orthogonal AdaBoost. 805-818

Volume 26, Number 4, 2022

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    Editorial. 819-821
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    Minlan Pan, Zhanquan Sun, Chaoli Wang, Gaoyu Cao:
    A multi-label feature selection method based on an approximation of interaction information. 823-840
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    Yihao Zhang, Chu Zhao, Meng Yuan, Mian Chen, Xiaoyang Liu:
    Unifying attentive sparse autoencoder with neural collaborative filtering for recommendation. 841-857
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    Cuifang Gao, Junjie Li, Wanqiang Shen, Ping Yin:
    Two-dimensional dynamic time warping algorithm for matrices similarity. 859-871
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    Yuqiang Li, Wei Chen, Jing Liao, Chun Liu:
    DAMGNN: Deep adaptive multi-channel graph neural networks. 873-891
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    Zhongming Liu, Hang Luo, Peng Chen, Qibin Xia, Zhihao Gan, Wenyu Shan:
    An efficient isomorphic CNN-based prediction and decision framework for financial time series. 893-909
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    Jinhong Li, Lizhen Wang, Hongmei Chen, Zhengbao Sun:
    Mining spatial high-average utility co-location patterns from spatial data sets. 911-931
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    Satoshi Kodama:
    Shape classification based on solid angles by a support vector machine. 933-957
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    You-Wei Xu, Hong-Jun Zhang, Kai Cheng, Xiang-Lin Liao, Zi-Xuan Zhang, Yun-Bo Li:
    Knowledge graph embedding with entity attributes using hypergraph neural networks. 959-975
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    Gang Qiu, Changjun Song, Liping Jiang, Yanli Guo:
    Multi-view hybrid recommendation model based on deep learning. 977-992
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    Tzung-Pei Hong, Chi-Cheng Kao, Siang-Wei Chen, Chun-Hao Chen:
    Mining multiplex interaction relationships from usage records in social networks. 993-1005
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    Zhanli Li, Linchao Liu, Li Zhu, Fan Deng, Yun Zhang, Yu Zhang:
    Parallel double-layer prediction model construction and empirical analysis for enterprise credit assessment. 1007-1022
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    Anshul Bhatia, Anuradha Chug, Amit Prakash Singh, Dinesh Singh:
    A hybrid approach for noise reduction-based optimal classifier using genetic algorithm: A case study in plant disease prediction. 1023-1049
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    Chuanxin Zhao, Fei Xiong, Taochun Wang, Yang Wang, Fulong Chen, Zhiqiang Xu:
    Wear-free gesture recognition based on residual features of RFID signals. 1051-1070
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    Sumit Purohit, George Chin, Lawrence B. Holder:
    ITeM: Independent temporal motifs to summarize and compare temporal networks. 1071-1096
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    Behnam Kiani Kalejahi, Saeed Meshgini, Sebelan Danishvar, Sara Khorram:
    Diagnosis of liver disease by computer- assisted imaging techniques: A literature review. 1097-1114

Volume 26, Number 5, 2022

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    Editorial. 1115-1117
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    Kecia Gomes de Moura, Ricardo B. C. Prudêncio, George D. C. Cavalcanti:
    Label noise detection under the noise at random model with ensemble filters. 1119-1138
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    Kuo Li, Aimin Wang, Limin Wang, Hangqi Fan, Shuai Zhang:
    Identification of informational and probabilistic independence by adaptive thresholding. 1139-1160
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    Eun-Gyoung Kim, Sung-Ho Kim:
    An improvement of FDR for edge detection by applying EM method. 1161-1184
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    Lynda Boukela, Gongxuan Zhang, Méziane Yacoub, Samia Bouzefrane, Sajjad Bagheri Baba Ahmadi:
    An approach for unsupervised contextual anomaly detection and characterization. 1185-1209
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    Yuqin Sun, Songlei Wang, Dongmei Huang, Yuan Sun, Anduo Hu, Jinzhong Sun:
    A multiple hierarchical clustering ensemble algorithm to recognize clusters arbitrarily shaped. 1211-1228
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    Yi Zhang, Zhecheng Zhang, Mingyuan Chen, Hengyang Lu, Lei Zhang, Chongjun Wang:
    LAMB: A novel algorithm of label collaboration based multi-label learning. 1229-1245
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    Renê de Ávila Mendes, Leandro Augusto da Silva:
    Modeling the combined influence of complexity and quality in supervised learning. 1247-1274
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    Limin Wang, Hangqi Fan, He Kong:
    From undirected dependence to directed causality: A novel Bayesian learning approach. 1275-1302
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    Tongtong Liu, Xiaofan Chi, Yukun Du, Huan Yang, Yongming Xi, Jianwei Guo:
    IMLBoost for intelligent diagnosis with imbalanced medical records. 1303-1320
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    Zhibin Wang, Xiaoliang Chen, Xianyong Li, Yajun Du, Xiang Lan:
    Influence maximization based on network representation learning in social network. 1321-1340
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    Luis Gutiérrez Espinoza, Brian Keith Norambuena:
    Evaluating semantic representations for extended association rules. 1341-1357
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    Junpeng He, Lei Luo, Kun Xiao, Xiyu Fang, Yun Li:
    Generate qualified adversarial attacks and foster enhanced models based on generative adversarial networks. 1359-1377
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    Mohammad Nabipour, Amir Reza Momen:
    A novel approach to energy-aware resource management: Toward green NOMA heterogeneous networks. 1379-1402
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    Feng Zhao, Hao Hao, Hanqiang Liu:
    Robust intuitionistic fuzzy clustering with bias field estimation for noisy image segmentation. 1403-1426

Volume 26, Number 6, 2022

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    Editorial. 1427-1429
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    Zhuang Qi, Xiaming Chen:
    A novel density-based outlier detection method using key attributes. 1431-1449
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    Kiyotaka Matsue, Mahito Sugiyama:
    Unsupervised feature extraction from multivariate time series for outlier detection. 1451-1467
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    Haoran Shi, Lixin Ji, Shuxin Liu, Kai Wang, Xinxin Hu:
    Collusive anomalies detection based on collaborative markov random field. 1469-1485
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    Qinlu Li, Tao Du, Rui Zhang, Jin Zhou, Shouning Qu:
    DCE-IVI: Density-based clustering ensemble by selecting internal validity index. 1487-1506
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    Chunyan She, Shaohua Zeng, Qi Wang, Shuai Wang, Yidan Xu:
    Adaptive fuzzy C-means clustering integrated with local outlier factor. 1507-1521
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    Ping Yu Hsu, Phan-Anh-Huy Nguyen:
    A fast method for discovering suitable number of clusters for fuzzy clustering. 1523-1538
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    Jinliang Yuan, Yirong Yao, Ming Xu, Hualei Yu, Junyuan Xie, Chongjun Wang:
    Graph structure learning based on feature and label consistency. 1539-1555
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    Yao Zou, Changchun Gao, Meng Xia, Congyuan Pang:
    Credit scoring based on a Bagging-cascading boosted decision tree. 1557-1578
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    Weitu Chong, Ningjiang Chen, Chengyun Fang:
    RBSP-Boosting: A Shapley value-based resampling approach for imbalanced data classification. 1579-1595
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    Jae-Kyung Shin, Kwan-Young Bak, Ja-Yong Koo:
    Penalized additive neural network regression. 1597-1616
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    Samuel Pecar, Tobias Daudert, Marián Simko:
    Evaluation of end-to-end aspect-based sentiment analysis methods employing novel benchmark dataset for aspect, and opinion review analysis. 1617-1641
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    Xian Zu, Fei Xie:
    Keyphrase extraction using deep and wide learning features. 1643-1660
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    Youxi Wu, Bojing Jian, Yan Li, He Jiang, Xindong Wu:
    NetNDP: Nonoverlapping (delta, gamma)-approximate pattern matching. 1661-1682
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    Yabin Peng, Caixia Liu, Yiteng Wu, Shuxin Liu, Kai Wang:
    Graph convolutional networks-based robustness optimization for scale-free Internet of Things. 1683-1701

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