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Intelligent Data Analysis, Volume 26
Volume 26, Number 1, 2022
- Editorial. 1-3
- Wafa Zubair Al-Dyani, Farzana Kabir Ahmad
, Siti Sakira Kamaruddin:
Improvements of bat algorithm for optimal feature selection: A systematic literature review. 5-31 - Wenhao Shu, Zhenchao Yan, Ting Chen, Jianhui Yu, Wenbin Qian:
Information granularity-based incremental feature selection for partially labeled hybrid data. 33-56 - Zhenzhen Sun
Robust multi-class feature selection via l2, 0-norm regularization minimization. 57-73 - Aicha Aggoune:
Intelligent data integration from heterogeneous relational databases containing incomplete and uncertain information. 75-99 - Qian Wang, Chaoyu Gong, Pei-hong Wang:
Clustering based on adaptive local density with evidential assigning strategy. 101-118 - Angel Deborah S
Contextual emotion detection on text using gaussian process and tree based classifiers. 119-132 - A. Anandaraj
Tree based Ensemble for Enhanced Prediction (TEEP) of epileptic seizures. 133-151 - Junjie Jia
The overlapping community discovery algorithm based on the local interaction model. 153-171 - Jinsong Li, Jianhua Peng, Shuxin Liu, Lintianran Weng, Cong Li:
Temporal link prediction in directed networks based on self-attention mechanism. 173-188 - Liang Zhang, Zhengang Zhao, Dacheng Zhang, Chuan Luo, Chuan Li:
Particle swarm optimization pattern recognition neural network for transmission lines faults classification. 189-203 - 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 - 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 - 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 - Rustem Takhanov, Vladimir Kolmogorov:
Combining pattern-based CRFs and weighted context-free grammars. 257-272
Volume 26, Number 2, 2022
- A. Famili:
Editorial. 273-275 - Huynh Thi Thu Thuy, Duong Tuan Anh, Vo Thi Ngoc Chau:
Anomaly repair-based approach to improve time series forecasting. 277-294 - Tingting Zhu, Ye-Zheng Liu, Jianshan Sun, Chunhua Sun:
Topic discovery from short reviews based on data enhancement. 295-310 - Shikha Gupta, Anuradha Chug
A feature selection strategy for improving software maintainability prediction. 311-344 - Hanlu Chu, Haien Zeng, Hanjiang Lai, Yong Tang:
Efficient modal-aware feature learning with application in multimodal hashing. 345-360 - Hrvoje Ljubic, Goran Martinovic, Tomislav Volaric:
Augmenting data with generative adversarial networks: An overview. 361-378 - 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 - Yuntao Du, Ruiting Zhang, Xiaowen Zhang, Yirong Yao, Hengyang Lu, Chongjun Wang:
Learning transferable and discriminative features for unsupervised domain adaptation. 407-425 - Kang Liu
RGCF: Refined graph convolution collaborative filtering with concise and expressive embedding. 427-445 - Maryam Bahrkazemi, Maryam Mohammadi
A strategy to estimate the optimal low-rank in incremental SVD-based algorithms for recommender systems. 447-467 - Xiuliang Duan, Liqing Qiu, Chengai Sun:
TSPS: A Topic based Shortest Path Set algorithm for influence maximization. 469-480 - 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 - Leila Yousefi, Allan Tucker:
Identifying latent variables in Dynamic Bayesian Networks with bootstrapping applied to Type 2 Diabetes complication prediction. 501-524 - Hui Li, Jin Lu, Yuquan Le, Jiawei He:
IACN: Interactive attention capsule network for similar case matching. 525-541 - 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
- Editorial. 563-565
- Peng Li, Haibin Xie, Yifei Shi, Xin Xu
Extended clustering algorithm based on cluster shape boundary. 567-582 - Xiaoying Pan, Rong Jia, Jiahao Huang, Hao Wang:
A resistance outlier sampling algorithm for imbalanced data prediction. 583-598 - Jiakun Zhao, Ju Jin, Yibo Zhang, Ruifeng Zhang, Si Chen:
Multi-class WHMBoost: An ensemble algorithm for multi-class imbalanced data. 599-614 - Danyang Chen, Xiangyu Wang, Xiu Xu, Cheng Zhong, Jinhui Xu:
Sparse non-negative matrix factorization for uncertain data clustering. 615-636 - Bárbara Stéphanie Neves Oliveira, Andreza Fernandes de Oliveira, Vinicius Monteiro de Lira
HELD: Hierarchical entity-label disambiguation in named entity recognition task using deep learning. 637-657 - Xijia Tang, Chao Xu, Tingjin Luo, Chenping Hou:
Multi-instance positive and unlabeled learning with bi-level embedding. 659-678 - Hatem Soliman, Izhar Ahmed Khan, Yasir Hussain:
Learning to transfer knowledge from RDF Graphs with gated recurrent units. 679-694 - Mahdi Naghibi, Reza Anvari, Ali Forghani, Behrouz Minaei:
Online learning agents for cost-sensitive topical data acquisition from the web. 695-722 - Sungyoon Choi, Dongkyu Gwak, Jae Wook Song, Woojin Chang:
Stock market network based on bi-dimensional histogram and autoencoder. 723-750 - 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 - Fares Meghdouri, Félix Iglesias Vázquez
Modeling data with observers. 785-803 - Zohreh Bostanian, Reza Boostani, Malihe Sabeti, Mokhtar Mohammadi
ORBoost: An Orthogonal AdaBoost. 805-818
Volume 26, Number 4, 2022
- Editorial. 819-821
- Minlan Pan, Zhanquan Sun, Chaoli Wang, Gaoyu Cao:
A multi-label feature selection method based on an approximation of interaction information. 823-840 - Yihao Zhang, Chu Zhao, Meng Yuan, Mian Chen, Xiaoyang Liu:
Unifying attentive sparse autoencoder with neural collaborative filtering for recommendation. 841-857 - Cuifang Gao, Junjie Li, Wanqiang Shen, Ping Yin:
Two-dimensional dynamic time warping algorithm for matrices similarity. 859-871 - Yuqiang Li, Wei Chen, Jing Liao, Chun Liu:
DAMGNN: Deep adaptive multi-channel graph neural networks. 873-891 - Zhongming Liu, Hang Luo, Peng Chen
An efficient isomorphic CNN-based prediction and decision framework for financial time series. 893-909 - Jinhong Li, Lizhen Wang, Hongmei Chen, Zhengbao Sun:
Mining spatial high-average utility co-location patterns from spatial data sets. 911-931 - Satoshi Kodama:
Shape classification based on solid angles by a support vector machine. 933-957 - 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 - Gang Qiu, Changjun Song, Liping Jiang, Yanli Guo:
Multi-view hybrid recommendation model based on deep learning. 977-992 - Tzung-Pei Hong, Chi-Cheng Kao, Siang-Wei Chen, Chun-Hao Chen:
Mining multiplex interaction relationships from usage records in social networks. 993-1005 - 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 - Anshul Bhatia
A hybrid approach for noise reduction-based optimal classifier using genetic algorithm: A case study in plant disease prediction. 1023-1049 - 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 - Sumit Purohit, George Chin, Lawrence B. Holder:
ITeM: Independent temporal motifs to summarize and compare temporal networks. 1071-1096 - Behnam Kiani Kalejahi
Diagnosis of liver disease by computer- assisted imaging techniques: A literature review. 1097-1114
Volume 26, Number 5, 2022
- Editorial. 1115-1117
- 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 - Kuo Li
Identification of informational and probabilistic independence by adaptive thresholding. 1139-1160 - Eun-Gyoung Kim, Sung-Ho Kim:
An improvement of FDR for edge detection by applying EM method. 1161-1184 - Lynda Boukela
An approach for unsupervised contextual anomaly detection and characterization. 1185-1209 - 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 - 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 - Renê de Ávila Mendes, Leandro Augusto da Silva:
Modeling the combined influence of complexity and quality in supervised learning. 1247-1274 - Limin Wang, Hangqi Fan, He Kong
From undirected dependence to directed causality: A novel Bayesian learning approach. 1275-1302 - Tongtong Liu, Xiaofan Chi, Yukun Du, Huan Yang, Yongming Xi, Jianwei Guo:
IMLBoost for intelligent diagnosis with imbalanced medical records. 1303-1320 - Zhibin Wang, Xiaoliang Chen
Influence maximization based on network representation learning in social network. 1321-1340 - Luis Gutiérrez Espinoza, Brian Keith Norambuena
Evaluating semantic representations for extended association rules. 1341-1357 - Junpeng He
Generate qualified adversarial attacks and foster enhanced models based on generative adversarial networks. 1359-1377 - Mohammad Nabipour, Amir Reza Momen:
A novel approach to energy-aware resource management: Toward green NOMA heterogeneous networks. 1379-1402 - 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
- Editorial. 1427-1429
- Zhuang Qi, Xiaming Chen:
A novel density-based outlier detection method using key attributes. 1431-1449 - Kiyotaka Matsue
Unsupervised feature extraction from multivariate time series for outlier detection. 1451-1467 - Haoran Shi, Lixin Ji, Shuxin Liu, Kai Wang, Xinxin Hu:
Collusive anomalies detection based on collaborative markov random field. 1469-1485 - Qinlu Li, Tao Du, Rui Zhang, Jin Zhou, Shouning Qu:
DCE-IVI: Density-based clustering ensemble by selecting internal validity index. 1487-1506 - Chunyan She, Shaohua Zeng, Qi Wang, Shuai Wang, Yidan Xu:
Adaptive fuzzy C-means clustering integrated with local outlier factor. 1507-1521 - Ping Yu Hsu, Phan-Anh-Huy Nguyen
A fast method for discovering suitable number of clusters for fuzzy clustering. 1523-1538 - Jinliang Yuan, Yirong Yao, Ming Xu, Hualei Yu, Junyuan Xie, Chongjun Wang:
Graph structure learning based on feature and label consistency. 1539-1555 - Yao Zou, Changchun Gao, Meng Xia, Congyuan Pang:
Credit scoring based on a Bagging-cascading boosted decision tree. 1557-1578 - Weitu Chong, Ningjiang Chen, Chengyun Fang:
RBSP-Boosting: A Shapley value-based resampling approach for imbalanced data classification. 1579-1595 - Jae-Kyung Shin, Kwan-Young Bak
Penalized additive neural network regression. 1597-1616 - 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 - Xian Zu, Fei Xie:
Keyphrase extraction using deep and wide learning features. 1643-1660 - Youxi Wu, Bojing Jian, Yan Li, He Jiang, Xindong Wu:
NetNDP: Nonoverlapping (delta, gamma)-approximate pattern matching. 1661-1682 - 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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