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Intelligent Data Analysis, Volume 27
Volume 27, Number 1, 2023
- Editorial. 1-3
- Takayasu Fushimi, Kazumi Saito, Hiroshi Motoda:
Constructing outlier-free histograms with variable bin-width based on distance minimization. 5-29 - Yishan Guo, Mandan Liu:
Spatial-temporal trajectory anomaly detection based on an improved spectral clustering algorithm. 31-58 - Hongmin Li, Xiucai Ye, Akira Imakura, Tetsuya Sakurai:
LSEC: Large-scale spectral ensemble clustering. 59-77 - Jovial Niyogisubizo
, Lyuchao Liao
Predicting traffic crash severity using hybrid of balanced bagging classification and light gradient boosting machine. 79-101 - Qiaojuan Peng, Xiong Luo, Hailun Shen, Ziyang Huang, Maojian Chen:
Collaborative optimization with PSO for named entity recognition-based applications. 103-120 - Jianhong Li, Jianhua Li, Chengjun Wang, Xin Zhao:
Wide & deep generative adversarial networks for recommendation system. 121-136 - Mengran Li
Inferring student social link from spatiotemporal behavior data via entropy-based analyzing model. 137-163 - Jiali Deng, Haigang Gong, Xiaomin Wang, Minghui Liu, Tianshu Xie, Xuan Cheng, Ming Liu, Wanqing Huang:
Multiple independent losses scheduling: A simple training method for deep neural networks. 165-180 - Guoqiang Tan, Yuliang Shi, Jihu Wang, Hui Li, Zhiyong Chen, Xinjun Wang:
Guided node graph convolutional networks for repository recommendation. 181-198 - Qiuyue Lv, Minggang Dong:
An adaptive active learning algorithm with informativeness and representativeness. 199-222 - Tiago Santos, Florian Lemmerich, Denis Helic:
Bayesian estimation of decay parameters in Hawkes processes. 223-240 - Zheng Wu, Hongchang Chen, Jianpeng Zhang, Yulong Pei, Zishuo Huang:
Temporal motif-based attentional graph convolutional network for dynamic link prediction. 241-268 - Muquan Zou, Lizhen Wang, Pingping Wu
Efficiently mining maximal l-reachability co-location patterns from spatial data sets. 269-295 - Mengshi Li, Feihu Huang, Jian Peng:
Finding reinforced structural hole spanners in social networks via node embedding. 297-318
Volume 27, Number 2, 2023
- Editorial. 319-321
- Shuaijun Li, Jia Lu:
Self-training algorithm based on density peaks combining globally adaptive multi-local noise filter. 323-343 - Wenjing Wang, Min Guo, Tongtong Han, Shiyong Ning:
A novel feature selection method considering feature interaction in neighborhood rough set. 345-359 - Hongfang Zhou, Lei An, Rourou Zhu:
A grouping feature selection method based on feature interaction. 361-377 - Qianqian Cheng, Jun Huang, Huiyi Zhang, Sibao Chen, Xiao Zheng:
Improving multi-label learning by modeling Local label and feature correlations. 379-398 - Youming Wang, Jiali Han, Tianqi Zhang:
A Relief-PGS algorithm for feature selection and data classification. 399-415 - Pavel Strnad, Lukás Svarc, Petr Berka:
Synthetic dataset generator for anomaly detection in a university environment. 417-422 - Bárbara Santos, Pedro Campos
SUWAN: A supervised clustering algorithm with attributed networks. 423-441 - Di Chen, Tao Du, Jin Zhou, Tianyu Shen:
A domain density peak clustering algorithm based on natural neighbor. 443-462 - Kunpeng Wang, Jingmei Li, Weifei Wu:
Intrusion detection algorithom based on transfer extreme learning machine. 463-482 - Zhanli Li, Xinyu Zhang, Fan Deng, Yun Zhang:
Integrating deep neural network with logic rules for credit scoring. 483-500 - Enrique José Delahoz-Domínguez, Jonathan Carrillo-Naranjo, Alicia Camelo-Guarín
Machine learning application in the ex-combatant demobilization process on the Colombian armed conflict. 501-517 - Shuyue Xi, Xiaozhong Xu:
Dynamic gaussian deep belief network design and stock market application. 519-534 - Jonatan Flyckt, Filip Andersson, Florian Westphal, Andreas Månsson, Niklas Lavesson:
Explaining rifle shooting factors through multi-sensor body tracking. 535-554 - Hui Chen, Jian Huang, Qingshan Deng, Jing Wang, Leilei Kong, Xiaozheng Deng:
Multi-granularity user interest modeling and interest drift detection. 555-577
Volume 27, Number 3, 2023
- Editorial. 579-581
- Henry Jesús Hernández-Gómez, Juana Canul-Reich
An agglomerative hierarchical clustering approach to identify coexisting bacteria in groups of bacterial vaginosis patients. 583-611 - Deniu He:
Active learning for ordinal classification on incomplete data. 613-634 - Dian Jin, Dehong Xie
Clustering-based improved adaptive synthetic minority oversampling technique for imbalanced data classification. 635-652 - Shilei Hao, Zhihai Wang, Jidong Yuan:
Local morphological patterns for time series classification. 653-674 - Lina Xiang:
A prototype selection technique based on relative density and density peaks clustering for k nearest neighbor classification. 675-690 - Linfeng Hu, Junhao Wen, Hanwen Zhang, Wei Zhou, Hongyu Wang:
Modeling multi-attribute and implicit relationship factors with self-supervised learning for recommender systems. 691-708 - Ruilin Hu, Yajun Du, Jingrong Hu, Hui Li:
Cross-community shortcut detection based on network representation learning and structural features. 709-732 - Yongquan Wan, Cairong Yan, Guobing Zou, Bofeng Zhang:
Attribute-guided and attribute-manipulated similarity learning network for fashion image retrieval. 733-751 - Trung Phan, Phuc Do:
A novel framework to enhance the performance of training distributed deep neural networks. 753-768 - Qi You, Jun Sun, Vasile Palade, Feng Pan:
Quantum-behaved particle swarm optimization with dynamic grouping searching strategy. 769-789 - Jing Chen, Haitong Zhao, Mingxin Liu, Miaomiao Liu:
Research on community evolution based on node influence and multi-attribute fusion. 791-807 - Son An Hong, Quynh Nguyen Huu, Dung Cu Viet, Quynh Dao Thi Thuy, Tao Ngo Quoc:
Learning binary codes for fast image retrieval with sparse discriminant analysis and deep autoencoders. 809-831 - Binyan Lyu, Yajun Du, Jiajian Jiang, Jinrong Hu, Hui Li:
Positive public opinion guidance model based on dual learning in social network. 833-853 - Mehedi Hassan, Md. Enamul Haque, Mehmet Engin Tozal:
Efficacy of the confinement policies on the COVID-19 spread dynamics in the early period of the pandemic. 855-884 - Erratum. 885
Volume 27, Number 4, 2023
- Editorial. 887-889
- Kyung-jun Kim, Chi-Hyuck Jun:
Dynamic mutual information-based feature selection for multi-label learning. 891-909 - Wei Li, Yongxing He, Xiaoyu Zhang, Yongchuan Tang:
Filter pruning via feature map clustering. 911-933 - Qingying Yu, Feng Yang, Zhenxing Xiao, Shan Gong, Liping Sun, Chuanming Chen:
Trajectory personalization privacy preservation method based on multi-sensitivity attribute generalization and local suppression. 935-957 - Li-Yan Liu, Peng Huang, Hong Yu, Fan Min
Safe co-training for semi-supervised regression. 959-975 - Deniu He:
Active ordinal classification by querying relative information. 977-1002 - Yu Yao, Peng Yang, Guangzhen Zhao, Juncheng Leng:
RegRL-KG: Learning an L1 regularized reinforcement agent for keyphrase generation. 1003-1021 - Sandro Radovanovic
FairAW - Additive weighting without discrimination. 1023-1045 - Tianxiang Zheng, Xianmin Wang, Yixiang Chen, Fujia Yu, Jing Li:
Feature evolvable learning with image streams. 1047-1063 - Jianjiang Li, Jinliang Shi, Zhiguo Liu, Can Feng:
A parallel and balanced SVM algorithm on spark for data-intensive computing. 1065-1086 - Jorge Meira, Bruno Veloso
Data-driven predictive maintenance framework for railway systems. 1087-1102 - Wenlong Gao, Zhimei Zeng, Xiaojie Ma, Yongsong Ke, Minqian Zhi:
An improved hybrid structure learning strategy for Bayesian networks based on ensemble learning. 1103-1120 - Weifei Wu, Yanhui Zhang:
An efficient intrusion detection method using federated transfer learning and support vector machine with privacy-preserving. 1121-1141 - Limin Wang, Junyang Wei, Kuo Li, Jiaping Zhou:
Exploiting the implicit independence assumption for learning directed graphical models. 1143-1165 - Rina Azoulay, Eliya Edery, Yoram Haddad, Orit Rozenblit:
Machine learning techniques for received signal strength indicator prediction. 1167-1184 - Hichem Haouassi, Rafik Mahdaoui, Ouahiba Chouhal:
A discrete equilibrium optimization algorithm for breast cancer diagnosis. 1185-1204 - Zicai Cui, Bocheng Zhong, Chen Bai:
A new Chinese text clustering algorithm based on WRD and improved K-means. 1205-1220
Volume 27, Number 5, 2023
- Editorial. 1221-1222
- Ana Vieira, João Carneiro, Paulo Novais
A systematic review on recommendation systems applied to chronic diseases. 1223-1265 - Cong Gao, Yuzhe Chen, Yanping Chen, Zhongmin Wang, Hong Xia:
An improved k-NN anomaly detection framework based on locality sensitive hashing for edge computing environment. 1267-1285 - Jie Yang, Zhenhao Jiang, Tingting Pan, Yueqi Chen, Witold Pedrycz:
Oversampling method based on GAN for tabular binary classification problems. 1287-1308 - Xu Wang, Wenhu Zheng, Jinlong Wang
Data management scheme for building internet of things based on blockchain sharding. 1309-1330 - Xinke Zhou, Yi Zhu, Yun Li, Jipeng Qiang, Yunhao Yuan, Xingdong Wu, Runmei Zhang:
A hybrid classification method via keywords screening and attention mechanisms in extreme short text. 1331-1345 - Lin Li, Xiang Chen, Chengyun Song:
NonPC: Non-parametric clustering algorithm with adaptive noise detecting. 1347-1358 - Jimmy Ming-Tai Wu, Ranran Li, Mu-En Wu, Jerry Chun-Wei Lin
Mining skyline frequent-utility patterns from big data environment based on MapReduce framework. 1359-1377 - Wan-Shu Cheng, Peng-Yu Huang, Jheng-Yu Huang, Ju-Chin Chen, Kawuu W. Lin:
A fast and distributed C4.5 algorithm for urban big data. 1379-1408 - Nirmal Kr. Biswas
Design of an energy efficient dynamic virtual machine consolidation model for smart cities in urban areas. 1409-1431 - C. H. Chen, S. T. Hung, P. T. Chen, C. S. Wang, R. D. Chiang:
A memetic-based technical indicator portfolio and parameters optimization approach for finding trading signals to construct transaction robot in smart city era. 1433-1456 - Wenfang Han, Xiao Gu, Ling Jian:
A multi-layer multi-view stacking model for credit risk assessment. 1457-1475 - Qiheng Wei, Qun Dai:
Adversarial unsupervised domain adaptation based on generative adversarial network for stock trend forecasting. 1477-1502 - Qidong Chen, Sun Jun, Vasile Palade:
A hybrid quantum-behaved particle swarm optimization solution to non-convex economic load dispatch with multiple fuel types and valve-point effects. 1503-1522 - Sivakumar Ramachandran:
A novel deep learning framework for the identification of tortuous vessels in plus diseased infant retinal images. 1523-1537 - Yu Yang, Xin Wang, Zhenfang Liu, Min Huang, Shangpeng Sun, Qibing Zhu:
Detection of multi-size peach in orchard using RGB-D camera combined with an improved DEtection Transformer model. 1539-1554
Volume 27, Number 6, 2023
- Editorial. 1555-1556
- Gongguan Chen, Hua Wang, Yepeng Liu, Mingli Zhang, Fan Zhang:
Resformer: Combine quadratic linear transformation with efficient sparse Transformer for long-term series forecasting. 1557-1572 - Lilong Duan, Wei Xue, Xiaolei Gu, Xiao Luo, Yongsheng He:
HSNF: Hybrid sampling with two-step noise filtering for imbalanced data classification. 1573-1593 - Ruihui Mu, Xiaoqin Zeng, Jiying Zhang:
Heterogeneous information fusion based graph collaborative filtering recommendation. 1595-1613 - Linlin Hou, Haixiang Zhang, Qing-Hu Hou, Alan J. X. Guo, Ou Wu, Ting Yu, Ji Zhang:
SARW: Similarity-Aware Random Walk for GCN. 1615-1636 - Tao Zhang, Decai Li, Jingya Dong, Yuqing He, Yanchun Chang:
Incremental density clustering framework based on dynamic microlocal clusters. 1637-1661 - Soumaya Nheri, Riadh Ksantini, Mohamed Bécha Kaâniche
Exploiting scatter matrix on one-class support vector machine based on low variance direction. 1663-1679 - Xiang Bao, Fei Han, Qing-Hua Ling, Yan-Qiong Ren:
A multi-instance multi-label learning algorithm based on radial basis functions and multi-objective particle swarm optimization. 1681-1698 - Meng Pang, Limin Wang, Qilong Li, Lu Guo, Kuo Li:
Learning bayesian multinets from labeled and unlabeled data for knowledge representation. 1699-1723 - Bingbing Wang, Fengxiang Zhang, Kaipeng Li, Kuijie Shi, Lei Wang, Gang Liu:
Small object detection based on attention mechanism and enhanced network. 1725-1739 - Shengjun Liang, Mingxin Yu, Wenshuai Lu, Xinglong Ji
A lightweight vision transformer with symmetric modules for vision tasks. 1741-1757 - P. L. Deepa, P. D. Narain, V. G. Sreena:
Performance analysis of deep transfer learning approaches in detecting and classifying brain tumor from magnetic resonance images. 1759-1780 - Gang Tian, Xiaojin Wang, Rui Wang, Qiuyue Yu, Guangxin Zhao:
MFF-SC: A multi-feature fusion method for smart contract classification. 1781-1810 - Chengcheng Sun
An in-depth study on key nodes in social networks. 1811-1838 - Qian Chen, Xiaoying Gao, Xin Guo, Suge Wang:
Multi-head attention based candidate segment selection in QA over hybrid data. 1839-1852 - Jonggwon Park, Kyoyun Choi, Seola Oh, Leekyung Kim, Jonghun Park:
Note-level singing melody transcription with transformers. 1853-1871
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