IDA - volume 24 - 2020 论文列表 |
| 点击这里查看 Intelligent Data Analysis 的JCR分区、影响因子等信息 |
Volume 24, Number 6, 2020
Rajalakshmi Sivanaiah R. Sakaya Milton T. T. Mirnalinee
Improving multi-view facial expression recognition through two novel texture-based feature representations.
Xuejian Wang Michael C. Fairhurst Anne M. P. Canuto
DAF: An adaptive computing framework for multimedia data streams analysis.Jun Li Chao Li Bin Tian Yanzhao Liu Chengxiang Si
Uni- and multivariate probability density models for numeric subgroup discovery.Marvin Meeng Harm de Vries Peter A. Flach Siegfried Nijssen Arno J. Knobbe
A hybrid deep learning model for predicting and targeting the less immunized area to improve childrens vaccination rate.G. Mohanraj V. Mohanraj J. Senthilkumar Y. Suresh
Parameter evolution of the classifiers for disease diagnosis with offline data-driven hybrid systems.Nalluri Madhusudana Rao Kannan Krithivasan Xiao-Zhi Gao Swaminathan Venkatraman Diptendu Sinha Roy
Reinforcement learning based metric filtering for evolutionary distance metric learning.Bassel Ali Koichi Moriyama Wasin Kalintha Masayuki Numao Ken-ichi Fukui
Hybrid recommendation model based on deep learning and Stacking integration strategy.Xiaolan Xie Shantian Pang Jili Chen
Plant leaf recognition with shallow and deep learning: A comprehensive study. Explainable and unexpectable recommendations using relational learning on multiple domains.Sirawit Sopchoke Ken-ichi Fukui Masayuki Numao
Multiclass spectral feature scaling method for dimensionality reduction.Momo Matsuda Keiichi Morikuni Akira Imakura Xiucai Ye Tetsuya Sakurai
Sentiment analysis via dually-born-again network and sample selection. Entropy difference and kernel-based oversampling technique for imbalanced data learning. Editorial.Volume 24, Number 5, 2020
Chien-Feng Huang Hsiao-Chi Wu Po-Chun Chen Bao Rong Chang
On the profitability and errors of predicted prices from deep learning via program trading. Twitter sentiment analysis for the estimation of voting intention in the 2017 Chilean elections.Tomás Alegre Sepúlveda Brian Keith Norambuena
Spatial-time motifs discovery.Heraldo Borges Murillo Dutra Amin Bazaz Rafaelli Coutinho Fabio Perosi Fábio Porto Florent Masseglia Esther Pacitti Eduardo S. Ogasawara
Fourier neural networks: A comparative study.Malika Uteuliyeva Abylay Zhumekenov Rustem Takhanov Zhenisbek Assylbekov Alejandro J. Castro Olzhas Kabdolov
An efficient Bayesian network structure learning algorithm using the strategy of two-stage searches. Recognition of speech emotion using custom 2D-convolution neural network deep learning algorithm.Kudakwashe Zvarevashe Oludayo O. Olugbara
Could spatial features help the matching of textual data?Jacques Fize Mathieu Roche Maguelonne Teisseire
A novel algorithm for searching frequent gradual patterns from an ordered data set.Jerry Lonlac Engelbert Mephu Nguifo
Boosting meta-learning with simulated data complexity measures.Luís Paulo F. Garcia Adriano Rivolli Edesio Alcobaça Ana Carolina Lorena André C. P. L. F. de Carvalho
Canal-LASSO: A sparse noise-resilient online linear regression model.Hejie Lei Xingke Chen Ling Jian
Bayesian hierarchical K-means clustering. Editorial.
Volume 24, Number 4, 2020
Jia Wei Zhenyu Cui Liqing Qiu Weinan Niu
Multi-fuzzy-constrained graph pattern matching with big graph data. Real-time detection and trend tracing of burst topics based on Negative Binomial Distribution on spark.Depeng Dang Wenhui Yu Chuangxia Chen Rongen Yan Xiaoran Zhang Xiaoming Zhu
A novel adaptive k-NN classifier for handling imbalance: Application to brain MRI.Ritaban Kirtania Sushmita Mitra B. Uma Shankar
A comparative analysis of Bayesian network structure learning algorithms applied to crime data.Dalton Ieda Fazanaro Hélio Pedrini
Feature learning for representing sparse networks based on random walks.Thanh Le Giang Tran Hoai Bac Le
A hybrid node classification mechanism for influential node prediction in Social Networks. An efficient algorithm for hiding sensitive-high utility itemsets.Vy Huynh Trieu Hai Le Quoc Chau Truong Ngoc
RobustRepStream: Robust stream clustering using self-controlled connectivity graph.Ross Callister Mihai M. Lazarescu Duc-Son Pham
Two deterministic selection methods for the initial centers in fuzzy c-means based algorithms.Liliane R. da Silva Heloina Alves Arnaldo Huliane da Silva Ronildo P. A. Moura Benjamín R. C. Bedregal Anne Magály de Paula Canuto
An advanced profile hidden Markov model for malware detection.Alireza Abbas Alipour Ebrahim Ansari
An outlier ensemble for unsupervised anomaly detection in honeypots data.Lynda Boukela Gongxuan Zhang Samia Bouzefrane Junlong Zhou
Editorial.
Volume 24, Number 3, 2020
Maryam Mohammadi Somaye Arabi Naree Mahsa Lati
A semantic-aware collaborative filtering recommendation method for emergency plans in response to meteorological hazards.Depeng Dang Chuangxia Chen Wenhui Yu Huaxiao Hu
Bayesian approach to linear state space model with unknown measurement matrix. Analyzing concept drift: A case study in the financial sector.Andrés R. Masegosa Ana M. Martínez Darío Ramos-López Helge Langseth Thomas D. Nielsen Antonio Salmerón
Extraction of qualitative behavior rules for industrial processes from reduced concept lattice.Sérgio M. Dias Luis Enrique Zárate Mark A. J. Song Newton José Vieira Ch. Aswani Kumar
An improvement of SAX representation for time series by using complexity invariance.Xuan-May Thi Le Tuan Minh Tran Hien T. Nguyen
An active learning ensemble method for regression tasks.Nikos Fazakis Georgios Kostopoulos Stamatis Karlos Sotiris Kotsiantis Kyriakos N. Sgarbas
An efficient and robust bat algorithm with fusion of opposition-based learning and whale optimization algorithm.Jinkun Luo Fazhi He Jiashi Yong
Estimating a one-class naive Bayes text classifier. Unsupervised learning of textual pattern based on Propagation in Bipartite Graph.Thiago de Paulo Faleiros Alan Valejo Alneu de Andrade Lopes
Online analytical processsing on graph data.Leticia I. Gómez Bart Kuijpers Alejandro A. Vaisman
Distributed frequent subgraph mining on evolving graph using SPARK.N. Senthil Selvan V. Subramaniyaswamy Varadarajan Vijayakumar Hamid Reza Karimi N. Aswin Logesh Ravi
Editorial.
Volume 24, Number 2, 2020
Adnan El Moussawi Arnaud Giacometti Nicolas Labroche Arnaud Soulet
Knowledge-embodied attention for distantly supervised relation extraction.Kejun Deng Xuemiao Zhang Songtao Ye Junfei Liu
Learning labeling functions in distantly supervised relation extraction.Yaocheng Gui Qian Liu Zhiqiang Gao
Biased transfer matching for less overlapping degree for unsupervised domain adaptation.Yiran Wen Xiu Cao Xueping Wang Fangyuan Liu
Efficient heuristics for learning Bayesian network from labeled and unlabeled data.Zhiyi Duan Limin Wang Minghui Sun
An intrusion detection method based on active transfer learning. Mining sequences in activities for time use analysis.Jorge Rosales-Salas Sebastián Maldonado Alex Seret
An improved opposition based learning firefly algorithm with dragonfly algorithm for solving continuous optimization problems.Mehdi Abedi Farhad Soleimanian Gharehchopogh
Hybridization of population-based ant colony optimization via data mining. A comparison study on nonlinear dimension reduction methods with kernel variations: Visualization, optimization and classification.Katherine C. Kempfert Yishi Wang Cuixian Chen Samuel W. K. Wong
A cross-lingual sentiment topic model evolution over time.Ibrahim Hussein Musa Kang Xu Feng Liu Ibrahim Zamit Waheed Ahmed Abro Guilin Qi
Domain sentiment dictionary construction and optimization based on multi-source information fusion.Zuo Chen Xin Li Min Wang Shenggang Yang
Editorial.
Volume 24, Number 1, 2020
Gianluca Micchi Saeid Soheily-Khah Jacob Turner
Storyline extraction from news articles with dynamic dependency.Linsen Guo Deyu Zhou Yulan He Haiyang Xu
EEG-based tonic cold pain assessment using extreme learning machine.Mingxin Yu Hao Yan Jing Han Yingzi Lin Lianqing Zhu Xiaoying Tang Guangkai Sun Yanlin He Yikang Guo
A study on rare fraud predictions with big Medicare claims fraud data.Richard A. Bauder Taghi M. Khoshgoftaar
Community detection in dynamic networks using constraint non-negative matrix factorization.Shuaihui Wang Guopeng Li Guyu Hu Hao Wei Yu Pan Zhisong Pan
A latent-label denoising method for relation extraction with self-directed confidence learning.Tingting Sun Chunhong Zhang Yang Ji Zheng Hu
An end-to-end distance measuring for mixed data based on deep relevance learning.Li Cheng Yijie Wang Xingkong Ma
Label distribution learning with climate probability for ensemble forecasting.Xuebing Yang Yajing Wu Wensheng Zhang Wei Tang
Detailed investigation of deep features with sparse representation and dimensionality reduction in CBIR: A comparative study.Ahmad S. Tarawneh Ceyhun Celik Ahmad B. A. Hassanat Dmitry Chetverikov
DNN models based on dimensionality reduction for stock trading.Dongdong Lv Dong Wang Meizi Li Yang Xiang
Balanced training/test set sampling for proper evaluation of classification models. Editorial.