Volume 23, Number 6, 2019
Real-time incremental recommendation for streaming data based on apache flink.

Zhuo Tang Zeyu Liu Kenli Li Keqin Li

Hierarchical interpolation point anonymity for trajectory privacy protection.

Xiaohan Wang Zepei Zhang Yonglong Luo Qingying Yu

Interpolative self-training approach for link prediction.

Somayyeh Aghababaei Masoud Makrehchi

Credit scoring for microfinance using behavioral data in emerging markets.

Saulo Ruiz Pedro Gomes Luís Rodrigues João Gama

Drug-target interaction data cluster analysis based on improving the density peaks clustering algorithm.

Maozu Guo Donghua Yu GuoJun Liu Xiaoyan Liu Shuang Cheng

The comparison network model for cyber anomaly detection.

Haicheng Qu Jitao Qin Hao Chen

Summarizing significant subgraphs by probabilistic logic programming.

Elena Bellodi Ken Satoh Mahito Sugiyama

Kernelized evolutionary distance metric learning for semi-supervised clustering.

Wasin Kalintha Satoshi Ono Masayuki Numao Ken-ichi Fukui

Source code-based defect prediction using deep learning and transfer learning.

Ahmad A. Saifan Nawzat Al Smadi

Probabilistic maximal frequent itemset mining methods over uncertain databases.

Haifeng Li Mo Hai Ning Zhang Jianming Zhu Yue Wang Huaihu Cao

An anti-noise ensemble algorithm for imbalance classification.

Yun Hou Li Li Bailin Li Jiajia Liu

Sequential prediction for imbalanced data stream via weighted OS-ELM and dynamic GAN.

Haiyang Yu Xiaoying Sun Xuezhi Yan

Editorial.


Volume 23, Number 5, 2019
Subspace k-anonymity algorithm for location-privacy preservation based on locality-sensitive hashing.

Xiaohan Wang Yonglong Luo Shiyang Liu Taochun Wang Huihui Han

Distant supervision of relation extraction in sparse data.

Bijan Ranjbar Sahraei Hossein Rahmani Gerhard Weiss Karl Tuyls

Image concept detection in imbalanced datasets with ensemble of convolutional neural networks.

Maryam Bahrami Hedieh Sajedi

Facing the full model selection problem in high volume datasets employing intelligent proxy models.

Angel Díaz-Pacheco Carlos A. Reyes García

An attention-gated convolutional neural network for sentence classification.

Yang Liu Lixin Ji Ruiyang Huang Tuosiyu Ming Chao Gao Jianpeng Zhang

On time series classification with dictionary-based classifiers.

James Large Anthony J. Bagnall Simon Malinowski Romain Tavenard

Evaluation of data analytics based clustering algorithms for knowledge mining in a student engagement data.

Olufunke O. Oladipupo Oludayo O. Olugbara

Identification of fixations, saccades and smooth pursuits based on segmentation and clustering.

Hongming Peng Bingbing Li Di He Junning Wang

Ship trajectory anomaly detection.

Tomasz Praczyk

Guidelines for enhancing data locality in selected machine learning algorithms.

Imen Chakroun Tom Vander Aa Tom Ashby

Variational autoencoder-based outlier detection for high-dimensional data.

Yongmou Li Yijie Wang Xingkong Ma

An outlier detection algorithm based on an integrated outlier factor.

Hongfang Zhou Hongjiang Liu Yingjie Zhang Yao Zhang


Volume 23, Number S1, 2019
A fuzzy mixed data clustering algorithm by fast search and find of density peaks.

Ye Li Yiyan Chen Qun Li

A GPS location data clustering approach based on a niche genetic algorithm and hybrid K-means.

Hongjiang Ma Xiangbing Zhou

An efficient frequent pattern mining algorithm using a highly compressed prefix tree.

Xiaolin Zhu Yongguo Liu

Collaborative filtering recommendation system based on trust-aware and domain experts.

Jin Gou Junjie Guo Lu Zhang Cheng Wang

Representing and reasoning fuzzy spatio- temporal knowledge with description logics: A survey.

Haitao Cheng Ruchuan Wang Peng Li He Xu

On a new polynomial algorithm for solving NPC problems.

Sishuai Liang

Improved ELM optimization model for automobile insurance fraud identification based on AFSA.

Chun Yan Meixuan Li Wei Liu

Futures price prediction modeling and decision-making based on DBN deep learning.

Junhua Chen Yanhui Hao Hao Wang Tao Wang Dingwen Zheng

A clustering algorithm for fuzzy numbers based on fast search and find of density peaks.

Ye Li Yiyan Chen Qun Li

An on-demand service aggregation and service recommendation method based on RGPS.

Yi Zhao Junfei Guo Keqing He

Editorial.


Volume 23, Number 4, 2019
The relationship determination between the Bayesian networks nodes based on the intuitionistic fuzzy set.

Hui Li Fuli Wang Hongru Li Xu Wang

A semantic textual similarity measurement model based on the syntactic-semantic representation.

Zhuo Tang Qi Xiao Li Zhu Kenli Li Keqin Li

Discovering context specific causal relationships.

Saisai Ma Jiuyong Li Lin Liu Thuc Duy Le

Predictive models for cognitive rehabilitation of patients with traumatic brain injury.

Alejandro García-Rudolph Alberto García-Molina Josep María Tormos Muñoz

Attributed network representation learning via DeepWalk.

Hao Wei Zhisong Pan Guyu Hu Haimin Yang Xin Li Xingyu Zhou

Adaptive geometric median prototype selection method for k-nearest neighbors classification.

Chatchai Kasemtaweechok Worasait Suwannik

Multi-label learning vector quantization for semi-supervised classification.

Ning Chen Bernardete Ribeiro Chaosheng Tang An Chen

Scalable k-means for large-scale clustering.

Yuewei Ming En Zhu Mao Wang Qiang Liu Xinwang Liu Jianping Yin

Unsupervised distance learning for extended self-organizing map and visualization of mixed-type data.

Chung-Chian Hsu Chien-Hao Kung Jian-Jhong Jheng Chuan-Yu Chang

Learning of indiscriminate distributions of document embeddings for domain adaptation.

Saerom Park Woojin Lee Jaewook Lee

Hephaistos: A fast and distributed outlier detection approach for big mixed attribute data.

Haizhou Du Wei Fang Yi Wang

Improving data quality with label noise correction.

Benchong Li Qiong Gao


Volume 23, Number 3, 2019
Hybrid data stream clustering by controlling decision error.

Jeonghwa Lee Taek-Ho Lee Chi-Hyuck Jun

A practical algorithm for solving the sparseness problem of short text clustering.

Jipeng Qiang Yun Li Yunhao Yuan Wei Liu Xindong Wu

A joint model of extended LDA and IBTM over streaming Chinese short texts.

Longxia Zhu Hua Xu Yunfeng Xu Yi Xiao Jia Li Junhui Deng Xiaomin Sun Xiaoli Bai

On the use of word embedding for cross language plagiarism detection.

Habibollah Asghari Omid Fatemi Salar Mohtaj Heshaam Faili Paolo Rosso

Tag-aware recommendation based on Bayesian personalized ranking and feature mapping.

Hongmei Li Xingchun Diao Jianjun Cao Lei Zhang Qin Feng

Bayesian recommender system for social information sharing: Incorporating tag-based personalized interest and social relationships.

Cheng-Lung Huang

Semantic knowledge LDA with topic vector for recommending hashtags: Twitter use case.

Mir Saman Tajbakhsh Jamshid Bagherzadeh

An extension to association rules using a similarity-based approach in semantic vector spaces.

Brian Keith Norambuena Claudio Meneses Villegas

Local linear regression-based unsupervised truth discovery.

Zhiqiang Zhang Yichao Hu Songtao Ye Binbin Nie Sen Tian

Multi-view deep unsupervised transfer leaning via joint auto-encoder coupled with dictionary learning.

Abdoullahi Diasse Zhiyong Li

Multivariate dynamic time warping in automotive applications: A review.

Uwe Moser Dieter Schramm

TPPG: Privacy-preserving trajectory data publication based on 3D-Grid partition.

Chuanming Chen Yonglong Luo Qingying Yu Guiyin Hu


Volume 23, Number 2, 2019
Bayesian optimization of support vector machine for regression prediction of short-term traffic flow.

Dong Wang Chengcheng Wang Jianhua Xiao Zhu Xiao Weiwei Chen Vincent Havyarimana

When multiple weather variables matter: Intelligent STLF of electricity demand for smart homes.

Adeshina Alani Isaac Osunmakinde

Efficient resource management for non-orthogonal multiple access: A novel approach towards green hetnets.

Abbas Mirzaei Morteza Barari Houman Zarrabi

Community recommendation for text post in social media: A case study on Reddit.

Sarach Tuomchomtam Nuanwan Soonthornphisaj

Cluster Width of probability Density functions.

Tai Vovan

A general framework for multi-label learning towards class correlations and class imbalance.

Yue Peng Edward Huang Gang Chen Chongjun Wang Junyuan Xie

Cost-sensitive convolutional neural networks for imbalanced time series classification.

Yue Geng Xinyu Luo

A framework for generating condensed co-location sets from spatial databases.

Jin Soung Yoo Mark Bow

Reducing the synchronizing communication overhead for distributed graph-parallel computing.

Yue Zhao Kenji Yoshigoe Hongliang Li Ke Xiong

Diversity, accuracy and efficiency in ensemble learning: An unexpected result.

Joseph Johnson Christophe G. Giraud-Carrier

NgramSPD: Exploring optimal n-gram model for sentiment polarity detection in different languages.

Jelena Graovac Miljana Mladenovic Ivana Tanasijevic

Utilizing Recurrent Neural Network for topic discovery in short text scenarios.

Heng-Yang Lu Ning Kang Yun Li Qianyi Zhan Jun-Yuan Xie Chong-Jun Wang


Volume 23, Number 1, 2019
Gene selection for enhanced classification on microarray data using a weighted k-NN based algorithm.

Elías Ventura-Molina Antonio Alarcón Paredes Mario Aldape-Pérez Cornelio Yáñez-Márquez Gustavo Adolfo Alonso-Silverio

An efficient density-based clustering with side information and active learning: A case study for facial expression recognition task.

Viet-Vu Vu Hong-Quan Do Vu-Tuan Dang Nang-Toan Do

Classification of patients and controls based on stabilogram signal data.

Henry Joutsijoki Jyrki Rasku Ilmari Pyykkö Martti Juhola

Sentiment analysis and opinion mining applied to scientific paper reviews.

Brian Keith Norambuena Exequiel Fuentes Lettura Claudio Meneses Villegas

A review of feature selection techniques in sentiment analysis.

Siti Rohaidah Ahmad Azuraliza Abu Bakar Mohd Ridzwan Yaakub

Ant colony optimization for text feature selection in sentiment analysis.

Siti Rohaidah Ahmad Azuraliza Abu Bakar Mohd Ridzwan Yaakub

Efficient frequent subgraph mining on large streaming graphs.

Abhik Ray Lawrence B. Holder Albert Bifet

Efficient resource scheduling for the analysis of Big Data streams.

Mahmood Mortazavi-Dehkordi Kamran Zamanifar

GPU-based swarm intelligence for Association Rule Mining in big databases.

Youcef Djenouri Philippe Fournier-Viger Jerry Chun-Wei Lin Djamel Djenouri Asma Belhadi

Integrating expert knowledge for Bayesian network structure learning based on intuitionistic fuzzy set and Genetic Algorithm.

Hui Li Fuli Wang Hongru Li

The search of conditional outliers.

Eduarda Portela Rita P. Ribeiro João Gama

Feature selection using a set based discrete particle swarm optimization and a novel feature subset evaluation criterion.

Chenye Qiu Fei Xiang