Volume 60, Number 3, September 2019
Utilizing electronic health records to predict multi-type major adverse cardiovascular events after acute coronary syndrome.

Zhengxing Huang Yi Lu Wei Dong

A deep transfer learning approach for improved post-traumatic stress disorder diagnosis.

Debrup Banerjee Kazi Aminul Islam Keyi Xue Gang Mei Lemin Xiao Guangfan Zhang Roger Xu Cai Lei Shuiwang Ji Jiang Li

The multi-walker chain and its application in local community detection.

Yuchen Bian Jingchao Ni Wei Cheng Xiang Zhang

Enriching behavior patterns with learning styles using peripheral devices.

Dalila Durães Fernando de la Prieta Paulo Novais

Collective entity linking: a random walk-based perspective.

Ming Liu Yanyan Zhao Bing Qin Ting Liu

Emergence of divisional cooperation with negotiation and re-learning and evaluation of flexibility in continuous cooperative patrol problem.

Ayumi Sugiyama Vourchteang Sea Toshiharu Sugawara

A trust-based detection scheme to explore anomaly prevention in social networks.

Xu Wu

Real-time detection of driver distraction: random projections for pseudo-inversion-based neural training.

Marco Botta Rossella Cancelliere Leo Ghignone Fabio Tango Patrick Gallinari Clara Luison

PRS: efficient range skyline computation on massive data via presorting.

Xixian Han Xue Li Bailing Wang Hong Gao

Compact and efficient representation of general graph databases.

Sandra Álvarez-García Borja Freire Susana Ladra Óscar Pedreira Fernández

Information theoretic-PSO-based feature selection: an application in biomedical entity extraction.

Shweta Yadav Asif Ekbal Sriparna Saha

A modified content-based evolutionary approach to identify unsolicited emails.

Shrawan Kumar Trivedi Shubhamoy Dey

Coupled intrinsic and extrinsic human language resource-based query expansion.

Bhawani Selvaretnam Mohammed Belkhatir

Secret sharing scheme based on binary trees and Boolean operation.

Maroti Deshmukh Neeta Nain Mushtaq Ahmed

Mapping sentences to concept transferred space for semantic textual similarity.

Heyan Huang Hao Wu Xiaochi Wei Yang Gao Shumin Shi

Concept-evolution detection in non-stationary data streams: a fuzzy clustering approach.

Poorya ZareMoodi Sajjad Kamali Siahroudi Hamid Beigy

Encrypted data indexing for the secure outsourcing of spectral clustering.

Bozhong Liu Ling Chen Xingquan Zhu Weidong Qiu

Telling cause from effect by local and global regression.

Alexander Marx Jilles Vreeken

Tour recommendation and trip planning using location-based social media: a survey.

Kwan Hui Lim Jeffrey Chan Shanika Karunasekera Christopher Leckie

The big data system, components, tools, and technologies: a survey.

T. Ramalingeswara Rao Pabitra Mitra Ravindara Bhatt Adrijit Goswami


Volume 60, Number 2, August 2019
Correction to: Virus propagation: threshold conditions for multiple profile networks.

Angeliki Rapti Kostas Tsichlas Spyros Sioutas Giannis Tzimas

Introducing time series chains: a new primitive for time series data mining.

Yan Zhu Makoto Imamura Daniel Nikovski Eamonn J. Keogh

Similarity measures for time series data classification using grid representation and matrix distance.

Yanqing Ye Jiang Jiang Bingfeng Ge Yajie Dou Kewei Yang

Related families-based methods for updating reducts under dynamic object sets.

Guangming Lang Qingguo Li Mingjie Cai Hamido Fujita Hongyun Zhang

Two privacy-preserving approaches for data publishing with identity reservation.

Jinyan Wang Kai Du Xudong Luo Xianxian Li

Flow Regime Algorithm (FRA): a physics-based meta-heuristics algorithm.

Mojtaba Tahani Narek Babayan

Local and global characteristics-based kernel hybridization to increase optimal support vector machine performance for stock market prediction.

M. M. Gowthul Alam S. Baulkani

Two improved attribute weighting schemes for value difference metric.

Liangxiao Jiang Chaoqun Li

An approach based on mixed hierarchical clustering and optimization for graph analysis in social media network: toward globally hierarchical community structure.

Radhia Toujani Jalel Akaichi

Graph clustering-based discretization approach to microarray data.

Kittakorn Sriwanna Tossapon Boongoen Natthakan Iam-on

New activation weight calculation and parameter optimization for extended belief rule-based system based on sensitivity analysis.

Long-Hao Yang Jun Liu Ying-Ming Wang Luis Martínez-López

Virus propagation: threshold conditions for multiple profile networks.

Angeliki Rapti Kostas Tsichlas Spyros Sioutas Giannis Tzimas

Dropout non-negative matrix factorization.

Zhicheng He Jie Liu Caihua Liu Yuan Wang Airu Yin Yalou Huang

Community detection using multilayer edge mixture model.

Han Zhang Chang-Dong Wang Jian-Huang Lai Philip S. Yu

Recurrent collective classification.

Shuangfei Fan Bert Huang

Similarity reasoning in formal concept analysis: from one- to many-valued contexts.

Anna Formica

Discovering commute patterns via process mining.

Alaaeddine Yousfi Mathias Weske

Distributing Frank-Wolfe via map-reduce.

Armin Moharrer Stratis Ioannidis

A survey of sentiment analysis in social media.

Lin Yue Weitong Chen Xue Li Wanli Zuo Minghao Yin

Survey of distance measures for quantifying concept drift and shift in numeric data.

Igor Goldenberg Geoffrey I. Webb


Volume 60, Number 1, July 2019
Variational data generative model for intrusion detection.

Manuel López Martín Belén Carro Antonio Sánchez-Esguevillas

A local expansion propagation algorithm for social link identification.

Yuxiang Zhang Jiamei Fu Chengyi Yang Chunjing Xiao

Personalized itinerary recommendation with time constraints using GPS datasets.

Yu-Ling Hsueh Hong-Min Huang

Preference modeling by exploiting latent components of ratings.

Junhua Chen Wei Zeng Junming Shao Ge Fan

Discovering frequent chain episodes.

Avinash Achar P. S. Sastry

Ranking the big sky: efficient top-k skyline computation on massive data.

Xixian Han Bailing Wang Jianzhong Li Hong Gao

Filtering Bayesian optimization approach in weakly specified search space.

Vu Nguyen Sunil Gupta Santu Rana Cheng Li Svetha Venkatesh

A new emotional robot assistant that facilitates human interaction and persuasion.

Jaime Andres Rincon Ângelo Costa Paulo Novais Vicente Julián Carlos Carrascosa

A novel approach for salient object detection using double-density dual-tree complex wavelet transform in conjunction with superpixel segmentation.

Rinki Arya R. K. Agrawal Navjot Singh

Integrated anchor and social link predictions across multiple social networks.

Qianyi Zhan Jiawei Zhang Philip S. Yu

Performance and cost-effectiveness of change burst metrics in predicting software faults.

Malanga Kennedy Ndenga Ivaylo Ganchev Jean Mehat Franklin Wabwoba Herman Akdag

Temporal popularity prediction of locations for geographical placement of retail stores.

Hsun-Ping Hsieh Fandel Lin Cheng-Te Li Ian En-Hsu Yen Hsin-Yu Chen

Monitoring e-commerce adoption from online data.

Desamparados Blazquez Josep Domenech José A. Gil Ana Pont

GoGP: scalable geometric-based Gaussian process for online regression.

Trung Le Khanh Nguyen Vu Nguyen Tu Dinh Nguyen Dinh Q. Phung

Dynamic windowing mechanism to combine sentiment and N-gram analysis in detecting events from social media.

Zahra Toosinezhad Mohamad Mohamadpoor Hadi Tabatabaee Malazi

High-throughput and scalable protein function identification with Hadoop and Map-only pattern of the MapReduce processing model.

Dariusz Mrozek Marek Suwala Bozena Malysiak-Mrozek

Modeling and implementing distributed data mining strategies in JaCa-DDM.

Xavier Limón Alejandro Guerra-Hernández Nicandro Cruz-Ramírez Francisco Grimaldo

Emerging topics and challenges of learning from noisy data in nonstandard classification: a survey beyond binary class noise.

Ronaldo C. Prati Julián Luengo Francisco Herrera

Spatiotemporal traffic network analysis: technology and applications.

Huiyu Zhou Kotaro Hirasawa

Overview of the crowdsourcing process.

Lobna Nassar Fakhri Karray