IDA - volume 25 - 2021 论文列表 |
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Volume 25, Number 6, 2021
Ali Asghar Safaei Saeede HabibiAsl
Attention mechanism based LSTM in classification of stressed speech under workload.
Xiao Yao Zhengyan Sheng Min Gu Haibin Wang Ning Xu Xiaofeng Liu
Forecasting emergency department admissions.Carlos Narciso Rocha Fátima Rodrigues
An improved YOLOv3 model for detecting location information of ovarian cancer from CT images.Xun Wang Hanlin Li Lisheng Wang Yongzhi Yu Hao Zhou Lei Wang Tao Song
MEGA: Predicting the best classifier combination using meta-learning and a genetic algorithm.Paria Golshanrad Hossein Rahmani Banafsheh Karimian Fatemeh Karimkhani Gerhard Weiss
Mutual information-based multi-output tree learning algorithm. MD-SPKM: A set pair k-modes clustering algorithm for incomplete categorical matrix data.Chunying Zhang Ruiyan Gao Jiahao Wang Song Chen Fengchun Liu Jing Ren Xiaoze Feng
Time-series data dynamic density clustering.Hao Chen Yu Xia Yuekai Pan Qing Yang
Differential evolution algorithm-based multiple-factor optimization methods for data assimilation.Yulong Bai Di Wang Yizhao Wang Ming-heng Chang
An improved OPTICS clustering algorithm for discovering clusters with uneven densities.Chunhua Tang Han Wang Zhiwen Wang Xiangkun Zeng Huaran Yan Yingjie Xiao
Alleviating the independence assumptions of averaged one-dependence estimators by model weighting.Limin Wang Peng Chen Musa Mammadov Yang Liu Si-Yuan Wu
Detecting a multigranularity event in an unequal interval time series based on self-adaptive segmenting. Privacy preserving defect prediction using generalization and entropy-based data reduction.Ahmad A. Saifan Zainab Lataifeh
Analyzing mixed-type data by using word embedding for handling categorical features. Editorial.Volume 25, Number 5, 2021
Kazumi Saito Takayasu Fushimi Kouzou Ohara Masahiro Kimura Hiroshi Motoda
Ensemble machine learning methods for spatio-temporal data analysis of plant and ratoon sugarcane.Sandeep Kumar Singla Rahul Dev Garg Om Prakash Dubey
Virtual samples based robust block-diagonal dictionary learning for face recognition.Shuangxi Wang Hongwei Ge Jinlong Yang Shuzhi Su
Personalized trajectory privacy-preserving method based on sensitive attribute generalization and location perturbation.Chuanming Chen Wenshi Lin Shuanggui Zhang Zitong Ye Qingying Yu Yonglong Luo
Robust face recognition based on a new Kernel-PCA using RRQR factorization.Ayyad Maafiri Khalid Chougdali
GOW-Stream: A novel approach of graph-of-words based mixture model for semantic-enhanced text stream clustering. Location prediction for facility placement by incorporating multi-characteristic information.Pu Wang Wei Chen Jinjing Huang Yuyang Wei Junhua Fang Lei Zhao
A two-stage clustering-based cold-start method for active learning.Deniu He Hong Yu Guoyin Wang Jie Li
Biogc: A novel framework for biological network classification via machine learning.Bentian Li Dechang Pi Yunxia Lin Izhar Ahmed Khan
ADAW: Age decay accuracy weighted ensemble method for drifting data stream mining.Ritesh Srivastava Veena Mittal
Attribute interaction aware matrix factorization method for recommendation.Yongquan Wan Lihua Zhu Cairong Yan Bofeng Zhang
A non-binary hierarchical tree overlapping community detection based on multi-dimensional similarity.Jie Chen Huijun Wang Shu Zhao Ying Wang Yanping Zhang
Predictive modelling of hospital readmission: Evaluation of different preprocessing techniques on machine learning classifiers.Nor Hamizah Miswan Chee Seng Chan Chong Guan Ng
Improving discretization based pattern discovery for multivariate time series by additional preprocessing. Editorial.Volume 25, Number 4, 2021
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
TextureMask: A merged architecture for low-resolution instance segmentation. Quantitative predicting propagation breadth and depth of microblog users' forwarding behavior. The prediction of online time series with concept drift based on dynamic intuitionistic fuzzy cognitive map.Nannan Zhang Xixi Yao Chao Luo
C_CART: An instance confidence-based decision tree algorithm for classification.Shuang Yu Xiongfei Li Hancheng Wang Xiaoli Zhang Shiping Chen
Content-aware data distribution over cluster nodes. A graphical approach for multiclass classification and for correcting the labeling errors in mislabeled training data. A new semi-supervised algorithm combined with MCICA optimizing SVM for motion imagination EEG classification.Xuemin Tan Chao Guo Tao Jiang Kechang Fu Nan Zhou Jianying Yuan Guoliang Zhang
Manifold regularization ensemble clustering with many objectives using unsupervised extreme learning machines.Haleh Homayouni Eghbal G. Mansoori
Handling incomplete data classification using imputed feature selected bagging (IFBag) method.Ahmad Jaffar Khan Basit Raza Ahmad Raza Shahid Yogan Jaya Kumar Muhammad Faheem Hani Alquhayz
Human interaction recognition method based on parallel multi-feature fusion network.Qing Ye Haoxin Zhong Chang Qu Yongmei Zhang
Development of a data generator for multivariate numerical data with arbitrary correlations and distributions.Kai Vahldiek Libing Zhou Wenfeng Zhu Frank Klawonn
Methods for detecting and correcting contextual data quality problems.Alladoumbaye Ngueilbaye Hongzhi Wang Daouda Ahmat Mahamat Ibrahim A. Elgendy Sahalu B. Junaidu
Editorial.
Volume 25, Number 3, 2021
Zheng Wu Hongchang Chen Jianpeng Zhang Shuxin Liu Ruiyang Huang Yulong Pei
W-MMP2Vec: Topic-driven network embedding model for link prediction in content-based heterogeneous information network. Regression trees with splitting based on changes of dependencies among covariates.Mostafa Boskabadi Mahdi Doostparast
Cross-modal variable-length hashing based on hierarchy.Xiaojun Qi Xianhua Zeng Shumin Wang Yicai Xie Liming Xu
Bagging k-dependence Bayesian network classifiers.Limin Wang Sikai Qi Yang Liu Hua Lou Xin Zuo
An attention network based on feature sequences for cross-domain sentiment classification.Jiana Meng Yu Dong Yingchun Long Dandan Zhao
A novel krill herd algorithm with orthogonality and its application to data clustering.Chen Zhao Zhongxin Liu Zengqiang Chen Yao Ning
Unsupervised latent event representation learning and storyline extraction from news articles based on neural networks.Jiasheng Si Linsen Guo Deyu Zhou
A new perceptual evaluation method of video quality based on neural network.Jaroslav Frnda Michal Pavlicko Marek Durica Lukas Sevcik Miroslav Voznák Philippe Fournier-Viger Jerry Chun-Wei Lin
Sentiment classification based on weak tagging information and imbalanced data.Chuantao Wang Xuexin Yang Linkai Ding
Optimization of SMOTE for imbalanced data based on AdaRBFNN and hybrid metaheuristics. Multi-modal neuroimaging feature fusion via 3D Convolutional Neural Network architecture for schizophrenia diagnosis.Babak Masoudi Sabalan Daneshvar Seyed Naser Razavi
Efficient n-gram construction for text categorization using feature selection techniques.Maximiliano García Sebastián Maldonado Carla Vairetti
Editorial.
Volume 25, Number 2, 2021
Nianwen Ning Yilin Yang Chenguang Song Bin Wu
Automatic image detection of multi-type surface defects on wind turbine blades based on cascade deep learning network.Yulin Mao Shuangxin Wang Dingli Yu Juchao Zhao
An efficient method for time series similarity search using binary code representation and hamming distance.Haowen Zhang Yabo Dong Jing Li Duanqing Xu
Deep spatial-temporal fusion network for fine-grained air pollutant concentration prediction.Liang Ge Kunyan Wu Feng Chang Aoli Zhou Hang Li Junling Liu
Microbloggers' interest inference using a subgraph stream.Xiaoling Huang Hao Wang Lei Li Yi Zhu Chengxiang Hu
Similarity-based sales forecasting using improved ConvLSTM and prophet.Yongquan Wan Yizhou Chen Cairong Yan Bofeng Zhang
Multi-task prediction model based on ConvLSTM and encoder-decoder.Tao Luo Xudong Cao Jin Li Kun Dong Rui Zhang Xueliang Wei
Deep multiple non-negative matrix factorization for multi-view clustering.Guowang Du Lihua Zhou Kevin Lü Haiyan Ding
A model to estimate the Self-Organizing Maps grid dimension for Prototype Generation.Leandro A. da Silva Bruno P. de Vasconcelos Emilio Del-Moral-Hernandez
A parametric approximation algorithm for spatial group keyword queries. Suffix array for multi-pattern matching with variable length wildcards. Quadratic hyper-surface kernel-free least squares support vector regression.Junyou Ye Zhixia Yang Zhilin Li
A robust anomaly detection algorithm based on principal component analysis.Yingkun Huang Weidong Jin Zhibin Yu Bing Li
Editorial.
Volume 25, Number 1, 2021
Weidong Zhao Zhaoxin Yu Ran Wu
Hierarchical features-based targeted aspect extraction from online reviews.Jin He Lei Li Yan Wang Xindong Wu
A time series approach to player churn and conversion in videogames.Ana Fernández del Río Anna Guitart Africa Perianez
Using optimized statistical distances to confront distributed denial of service attacks in software defined networks.Mozhgan Ghasabi Mahmood Deypir
Efficient facial expression recognition based on convolutional neural network.Yongxiang Cai Jingwen Gao Gen Zhang Yuangang Liu
Using the beta distribution technique to detect attacked items from collaborative filtering.Ping-Yu Hsu Jui Yi Chung Yu-Chin Liu
Comparative study on credit card fraud detection based on different support vector machines.Chenglong Li Ning Ding Yiming Zhai Haoyun Dong
Energy modeling of Hoeffding tree ensembles.Eva García-Martín Albert Bifet Niklas Lavesson
Classification from positive and unlabeled data based on likelihood invariance for measurement.Takeshi Yoshida Takashi Washio Takahito Ohshiro Masateru Taniguchi
A novel approach to fully representing the diversity in conditional dependencies for learning Bayesian network classifier.Limin Wang Peng Chen Shenglei Chen Minghui Sun
A lazy feature selection method for multi-label classification.Rafael B. Pereira Alexandre Plastino Bianca Zadrozny Luiz H. C. Merschmann
Real-time adaptive fuzzy density clustering for multi-target data association. Editorial.