KAIS - 2020 - volume 62 论文列表 |
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Volume 62, Number 12, December 2020
Rodrigo Rocha Silva Celso Massaki Hirata Joubert de Castro Lima
Automatic role identification for research teams with ranking multi-view machines.
Weijian Ni Haoyu Guo Tong Liu Qingtian Zeng
SLA-driven resource re-allocation for SQL-like queries in the cloud.Mohamed Mehdi Kandi Shaoyi Yin Abdelkader Hameurlain
Cross-domain recommender system using generalized canonical correlation analysis.Seyed Mohammad Hashemi Mohammad Rahmati
Exploring the collective human behavior in cascading systems: a comprehensive framework.Yunfei Lu Linyun Yu Tianyang Zhang Chengxi Zang Peng Cui Chaoming Song Wenwu Zhu
A fuzzy-AHP-based approach to select software architecture based on quality attributes (FASSA). Deep end-to-end learning for price prediction of second-hand items.Ahmed Fathalla Ahmad Salah Kenli Li Keqin Li Francesco Piccialli
Surface pattern-enhanced relation extraction with global constraints.Haiyun Jiang JunTao Liu Sheng Zhang Deqing Yang Yanghua Xiao Wei Wang
A descriptive framework for the field of knowledge management. Sentiment lexicons and non-English languages: a survey.Volume 62, Number 11, November 2020
Amit Kumar Das Ankit Kumar Nikum Siva Vignesh Krishnan Dilip Kumar Pratihar
Pythagorean fuzzy MULTIMOORA method based on distance measure and score function: its application in multicriteria decision making process.Chao Huang Mingwei Lin Zeshui Xu
An experimental study of graph-based semi-supervised classification with additional node information.Bertrand Lebichot Marco Saerens
SNOWL model: social networks unification-based semantic data integration.Hiba Sebei Mohamed Ali Hadj Taieb Mohamed Ben Aouicha
A joint optimization framework for better community detection based on link prediction in social networks.Shu-Kai Zhang Cheng-Te Li Shou-De Lin
Service cost-based resource optimization and load balancing for edge and cloud environment.Chunlin Li Tang Jianhang Youlong Luo
Discovering dependencies with reliable mutual information.Panagiotis Mandros Mario Boley Jilles Vreeken
Integrating researchers' scientific production information through Ogmios.Nahuel Verdugo Eduardo Guzmán Cristina Urdiales
Fast LSTM by dynamic decomposition on cloud and distributed systems.Yang You Yuxiong He Samyam Rajbhandari Wenhan Wang Cho-Jui Hsieh Kurt Keutzer James Demmel
An efficient projection-based method for high utility itemset mining using a novel pruning approach on the utility matrix.Volume 62, Number 10, October 2020
Juan Felipe Castro Miguel Romero Gilberto Gutiérrez Mónica Caniupán Carlos Quijada-Fuentes
Bag of biterms modeling for short texts.Anh Phan Tuan Tran Xuan Bach Thien Huu Nguyen Ngo Van Linh Khoat Than
Regularising LSTM classifier by transfer learning for detecting misogynistic tweets with small training set.Md. Abul Bashar Richi Nayak Nicolas Suzor
Fisher-regularized supervised and semi-supervised extreme learning machine. A search space optimization method for fuzzy access control auditing.Diogo Domingues Regateiro Óscar Mortágua Pereira Rui L. Aguiar
Mining evolutions of complex spatial objects using a single-attributed Directed Acyclic Graph.Frédéric Flouvat Nazha Selmaoui-Folcher Jérémy Sanhes Chengcheng Mu Claude Pasquier Jean-François Boulicaut
Learning sequence-to-sequence affinity metric for near-online multi-object tracking.Weijiang Feng Long Lan Xiang Zhang Zhigang Luo
Modeling, learning, and simulating human activities of daily living with behavior trees.Yannick Francillette Bruno Bouchard Kévin Bouchard Sébastien Gaboury
A systematic survey on collaborator finding systems in scientific social networks.Zahra Roozbahani Jalal Rezaeenour Hanif Emamgholizadeh Amir Jalaly Bidgoly
Volume 62, Number 9, September 2020
Cleiton Fernando Lima Sena Daniela Barreiro Claro
TAILOR: time-aware facility location recommendation based on massive trajectories.Zhixin Qi Hongzhi Wang Tao He Chunnan Wang Jianzhong Li Hong Gao
Rule extraction from neural network trained using deep belief network and back propagation.Manomita Chakraborty Saroj Kumar Biswas Biswajit Purkayastha
Survival neural networks for time-to-event prediction in longitudinal study.Jianfei Zhang Lifei Chen Yanfang Ye Gongde Guo Rongbo Chen Alain Vanasse Shengrui Wang
Tell me something my friends do not know: diversity maximization in social networks.Antonis Matakos Sijing Tu Aristides Gionis
Decision model change patterns for dynamic system evolution.Faruk Hasic Carl Corea Jonas Blatt Patrick Delfmann Estefanía Serral
Enhancing unsupervised domain adaptation by discriminative relevance regularization.Wenju Zhang Xiang Zhang Long Lan Zhigang Luo
"Just-in-time" generation of datasets by considering structured representations of given consent for GDPR compliance.Christophe Debruyne Harshvardhan J. Pandit Dave Lewis Declan O'Sullivan
Empower rumor events detection from Chinese microblogs with multi-type individual information. EAFIM: efficient apriori-based frequent itemset mining algorithm on Spark for big transactional data.Shashi Raj Dharavath Ramesh M. Sreenu Krishan Kumar Sethi
A novel possibilistic artificial immune-based classifier for course learning outcome enhancement.Ilyes Jenhani Ammar Elhassan Ghassen Ben Brahim
Discovery of evolving companion from trajectory data streams.Thi Thi Shein Sutheera Puntheeranurak Makoto Imamura
Measuring time-sensitive user influence in Twitter.Behzad Rezaie Morteza Zahedi Hoda Mashayekhi
Bayesian network classifiers using ensembles and smoothing.He Zhang François Petitjean Wray L. Buntine
A survey on influence maximization in a social network. A survey on context awareness in big data analytics for business applications.Volume 62, Number 8, August 2020
Zaineb Chelly Dagdia Christine Zarges Gaël Beck Mustapha Lebbah
CAMAR: a broad learning based context-aware recommender for mobile applications.Tingting Liang Lifang He Chun-Ta Lu Liang Chen Haochao Ying Philip S. Yu Jian Wu
The examination of the effect of the criterion for neural network's learning on the effectiveness of the qualitative analysis of multidimensional data. Recommender systems with selfish users.Maria Halkidi Iordanis Koutsopoulos
Feature extraction from null and non-null spaces of kernel local discriminant embedding.Alireza Bosaghzadeh Fadi Dornaika
Simple supervised dissimilarity measure: Bolstering iForest-induced similarity with class information without learning.Jonathan R. Wells Sunil Aryal Kai Ming Ting
Lexifield: a system for the automatic building of lexicons by semantic expansion of short word lists.Suzanne Mpouli Michel Beigbeder Christine Largeron
SUM-optimal histograms for approximate query processing.Meifan Zhang Hongzhi Wang Jianzhong Li Hong Gao
Improved covering-based collaborative filtering for new users' personalized recommendations.Zhipeng Zhang Yasuo Kudo Tetsuya Murai Yonggong Ren
L-BiX: incremental sliding-window aggregation over data streams using linear bidirectional aggregating indexes.Savong Bou Hiroyuki Kitagawa Toshiyuki Amagasa
Online anomaly search in time series: significant online discords.Paolo Avogadro Luca Palonca Matteo Alessandro Dominoni
Decision support for personalized hospital choice using the DEX hierarchical model with SMAA.Yi Chen Shuai Ding Handong Zheng Yanchun Zhang Shanlin Yang
Supervised learning as an inverse problem based on non-smooth loss function.Soufiane Lyaqini Mohamed Quafafou Mourad Nachaoui Abdelkrim Chakib
Exploiting review embedding and user attention for item recommendation. Random walk-based entity representation learning and re-ranking for entity search. A survey of state-of-the-art approaches for emotion recognition in text.Volume 62, Number 7, July 2020
Alaa Mohasseb Benjamin Aziz Jeyong Jung Julak Lee
Review selection based on content quality. Coverage-based query subtopic diversification leveraging semantic relevance. A compact firefly algorithm for matching biomedical ontologies. PCA-based drift and shift quantification framework for multidimensional data.Igor Goldenberg Geoffrey I. Webb
A multi-breakpoints approach for symbolic discretization of time series.Aldo Márquez-Grajales Héctor-Gabriel Acosta-Mesa Efrén Mezura-Montes Mario Graff
Fast and memory-efficient algorithms for high-order Tucker decomposition.Jiyuan Zhang Jinoh Oh Kijung Shin Evangelos E. Papalexakis Christos Faloutsos Hwanjo Yu
Navigation leads for exploratory search and navigation in digital libraries. Improving the ε-approximate algorithm for Probabilistic Classifier Chains.Miriam Fdez-Díaz Laura Fdez-Díaz Deiner Mena Elena Montañés José Ramón Quevedo Juan José del Coz
Fraud detection via behavioral sequence embedding.Guannan Liu Jia Guo Yuan Zuo Junjie Wu Ren-Yong Guo
Verifying the manipulation of data objects according to business process and data models.José Miguel Pérez-Álvarez María Teresa Gómez López Rik Eshuis Marco Montali Rafael M. Gasca
Location histogram privacy by Sensitive Location Hiding and Target Histogram Avoidance/Resemblance.Grigorios Loukides George Theodorakopoulos
On spatial keyword covering.Dong-Wan Choi Jian Pei Xuemin Lin
Case notion discovery and recommendation: automated event log building on databases.Eduardo González López de Murillas Hajo A. Reijers Wil M. P. van der Aalst
Label similarity-based weighted soft majority voting and pairing for crowdsourcing.Fangna Tao Liangxiao Jiang Chaoqun Li
A survey of recent methods on deriving topics from Twitter: algorithm to evaluation.Robertus Nugroho Cécile Paris Surya Nepal Jian Yang Weiliang Zhao
Volume 62, Number 6, June 2020
Yaojing Wang Yuan Yao Hanghang Tong Xuan Huo Ming Li Feng Xu Jian Lu
English-Arabic collocation extraction to enhance Arabic collocation identification. Missing data imputation using decision trees and fuzzy clustering with iterative learning.Sanaz Nikfalazar Chung-Hsing Yeh Susan E. Bedingfield Hadi Akbarzadeh Khorshidi
Semi-supervised multi-label feature learning via label enlarged discriminant analysis.Baolin Guo Hong Tao Chenping Hou Dongyun Yi
Extreme pivots: a pivot selection strategy for faster metric search.Guillermo Ruiz Edgar Chávez Ubaldo Ruiz Eric Sadit Tellez
Collaborative online ranking algorithms for multitask learning.Guangxia Li Peilin Zhao Tao Mei Peng Yang Yulong Shen Kuiyu Chang Steven C. H. Hoi
Outsourcing analyses on privacy-protected multivariate categorical data stored in untrusted clouds.Josep Domingo-Ferrer David Sánchez Sara Ricci Mónica Muñoz-Batista
Incremental community discovery via latent network representation and probabilistic inference.Zhe Cui Noseong Park Tanmoy Chakraborty
Scalable recovery of missing blocks in time series with high and low cross-correlations.Mourad Khayati Philippe Cudré-Mauroux Michael H. Böhlen
A decision support system for service recovery in affective computing: an experimental investigation. Fast generation of sequential patterns with item constraints from concise representations.Hai V. Duong Tin C. Truong Anh N. Tran Bac Le
DBkWik: extracting and integrating knowledge from thousands of Wikis. Online sales prediction via trend alignment-based multitask recurrent neural networks.Tong Chen Hongzhi Yin Hongxu Chen Hao Wang Xiaofang Zhou Xue Li
Review of English literature on figurative language applied to social networks.María del Pilar Salas-Zárate Giner Alor-Hernández José Luis Sánchez-Cervantes Mario Andrés Paredes-Valverde Jorge Luis García-Alcaraz Rafael Valencia-García
Volume 62, Number 5, May 2020
Yuchen Bian Dongsheng Luo Yaowei Yan Wei Cheng Wei Wang Xiang Zhang
Memory-based random walk for multi-query local community detection.Yuchen Bian Dongsheng Luo Yaowei Yan Wei Cheng Wei Wang Xiang Zhang
Sequential pattern sampling with norm-based utility.Lamine Diop Cheikh Talibouya Diop Arnaud Giacometti Dominique Li Arnaud Soulet
From decision knowledge to e-government expert systems: the case of income taxation for foreign artists in Belgium. Machine learning friendly set version of Johnson-Lindenstrauss lemma. sf SecDM: privacy-preserving data outsourcing framework with differential privacy.Gaby G. Dagher Benjamin C. M. Fung Noman Mohammed Jeremy Clark
Improved algorithms for extrinsic author verification.Nektaria Potha Efstathios Stamatatos
An effective few-shot learning approach via location-dependent partial differential equation.Haotian Wang Zhenyu Zhao Yuhua Tang
Recurrent random forest for the assessment of popularity in social media.Farideh Tavazoee Claudio Conversano Francesco Mola
Structured query construction via knowledge graph embedding.Ruijie Wang Meng Wang Jun Liu Michael Cochez Stefan Decker
Detecting outliers with one-class selective transfer machine.Hirofumi Fujita Tetsu Matsukawa Einoshin Suzuki
Queries of K-discriminative paths on road networks.Chien-Wei Chang Chu-Di Chen Kun-Ta Chuang
CDLFM: cross-domain recommendation for cold-start users via latent feature mapping.Xinghua Wang Zhaohui Peng Senzhang Wang Philip S. Yu Wenjing Fu Xiaokang Xu Xiaoguang Hong
An FPA and GA-based hybrid evolutionary algorithm for analyzing clusters. Locally and globally explainable time series tweaking.Isak Karlsson Jonathan Rebane Panagiotis Papapetrou Aristides Gionis
Volume 62, Number 4, April 2020
Alan Valejo Fabiana Goés Luzia Romanetto Maria Cristina Ferreira de Oliveira Alneu de Andrade Lopes
Finding events in temporal networks: segmentation meets densest subgraph discovery.Polina Rozenshtein Francesco Bonchi Aristides Gionis Mauro Sozio Nikolaj Tatti
Consistent updating of databases with marked nulls.Jacques Chabin Mírian Halfeld Ferrari Dominique Laurent
Measuring similarity and relatedness using multiple semantic relations in WordNet.Xinhua Zhu Xuechen Yang Yanyi Huang Qingsong Guo Bo Zhang
On the calculation of the strength of threats.Mariela Morveli Espinoza Ayslan Trevizan Possebom Cesar Augusto Tacla
Effective construction of classifiers with the k-NN method supported by a concept ontology.Jan G. Bazan Stanislawa Bazan-Socha Marcin Ochab Sylwia Buregwa-Czuma Tomasz Nowakowski Miroslaw Wozniak
Micro- and macro-level churn analysis of large-scale mobile games.Xi Liu Muhe Xie Xidao Wen Rui Chen Yong Ge Nick Duffield Na Wang
Parallel co-location mining with MapReduce and NoSQL systems.Jin Soung Yoo Douglas Boulware David Kimmey
Sentiment analysis on big sparse data streams with limited labels.Vasileios Iosifidis Eirini Ntoutsi
A new last aggregation method of multi-attributes group decision making based on concepts of TODIM, WASPAS and TOPSIS under interval-valued intuitionistic fuzzy uncertainty.Reza Davoudabadi S. Meysam Mousavi Vahid Mohagheghi
Multi-label crowd consensus via joint matrix factorization.Jinzheng Tu Guoxian Yu Carlotta Domeniconi Jun Wang Guoqiang Xiao Maozu Guo
ProSecCo: progressive sequence mining with convergence guarantees.Sacha Servan-Schreiber Matteo Riondato Emanuel Zgraggen
Trajectory splicing. Reasoning with smart objects' affordance for personalized behavior monitoring in pervasive information systems.Volume 62, Number 3, March 2020
João Carlos Xavier Junior Anne M. P. Canuto Luiz M. G. Gonçalves
High average-utility sequential pattern mining based on uncertain databases.Jerry Chun-Wei Lin Ting Li Matin Pirouz Ji Zhang Philippe Fournier-Viger
Information-preserving abstractions of event data in process mining.Sander J. J. Leemans Dirk Fahland
Accelerating pattern-based time series classification: a linear time and space string mining approach. Local low-rank Hawkes processes for modeling temporal user-item interactions. Dynamically updating approximations based on multi-threshold tolerance relation in incomplete interval-valued decision information systems.Bingyan Lin Xiaoyan Zhang Weihua Xu Yanxue Wu
Evidential positive opinion influence measures for viral marketing. A systematic framework of predicting customer revisit with in-store sensors. Identifying at-risk students based on the phased prediction model.Yan Chen Qinghua Zheng Shuguang Ji Feng Tian Haiping Zhu Min Liu
Integrating learned and explicit document features for reputation monitoring in social media.Fernando Giner Enrique Amigó Felisa Verdejo
Exploiting patterns to explain individual predictions.Yunzhe Jia James Bailey Kotagiri Ramamohanarao Christopher Leckie Xingjun Ma
Kernel conditional clustering and kernel conditional semi-supervised learning.Xiao He Thomas Gumbsch Damian Roqueiro Karsten M. Borgwardt
Nearest base-neighbor search on spatial datasets.Hong-Jun Jang Kyeong-Seok Hyun Jaehwa Chung Soon-Young Jung
Framework for extreme imbalance classification: SWIM - sampling with the majority class.Colin Bellinger Shiven Sharma Nathalie Japkowicz Osmar R. Zaïane
Volume 62, Number 2, February 2020
Daniela Loreti Federico Chesani Anna Ciampolini Paola Mello
Measuring the diversity of recommendations: a preference-aware approach for evaluating and adjusting diversity.Rouzbeh Meymandpour Joseph G. Davis
A new order relation for Pythagorean fuzzy numbers and application to multi-attribute group decision making.Shu-Ping Wan Zhen Jin Jiu-Ying Dong
Unsupervised online change point detection in high-dimensional time series.Masoomeh Zameni Amin Sadri Zahra Ghafoori Masud Moshtaghi Flora D. Salim Christopher Leckie Kotagiri Ramamohanarao
Dynamic clustering of interval data based on hybrid \(L_q\) distance.Leandro Carlos de Souza Renata Maria Cardoso Rodrigues De Souza Getúlio José Amorim do Amaral
Anomaly detection of event sequences using multiple temporal resolutions and Markov chains.Martin Boldt Anton Borg Selim Ickin Jörgen Gustafsson
Leader-aware community detection in complex networks.Heli Sun Hongxia Du Jianbin Huang Yang Li Zhongbin Sun Liang He Xiaolin Jia Zhongmeng Zhao
Measures of uncertainty for knowledge bases.Zhaowen Li Gangqiang Zhang Wei-Zhi Wu Ningxin Xie
Random walk-based ranking in signed social networks: model and algorithms.Jinhong Jung Woojeong Jin U Kang
Automatic attribute construction for basketball modelling.Petar Vracar Erik Strumbelj Igor Kononenko
Clustering analysis using a novel locality-informed grey wolf-inspired clustering approach.Ibrahim Aljarah Majdi M. Mafarja Ali Asghar Heidari Hossam Faris Seyedali Mirjalili
HEEL: exploratory entity linking for heterogeneous information networks.Chengyu Wang Xiaofeng He Aoying Zhou
Dataset-Transformation: improving clustering by enhancing the structure with DipScaling and DipTransformation. Relevant feature selection and ensemble classifier design using bi-objective genetic algorithm.Volume 62, Number 1, January 2020
Javier Pérez-Marcos Diego M. Jiménez-Bravo Juan F. De Paz Gabriel Villarrubia-González Vivian F. López Batista Ana Belén Gil
Exploiting block co-occurrence to control block sizes for entity resolution.Dimas Cassimiro do Nascimento Carlos Eduardo Santos Pires Demetrio Gomes Mestre
Analysis of loss functions for fast single-class classification.Gil Keren Sivan Sabato Björn W. Schuller
Constructing biomedical domain-specific knowledge graph with minimum supervision.Jianbo Yuan Zhiwei Jin Han Guo Hongxia Jin Xianchao Zhang Tristram H. Smith Jiebo Luo
An intelligence approach for group stock portfolio optimization with a trading mechanism.Chun-Hao Chen Cheng-Yu Lu Cheng-Bon Lin
Mining maritime traffic conflict trajectories from a massive AIS data. Rate of change analysis for interestingness measures.Nandan Sudarsanam Nishanth Kumar Abhishek Sharma Balaraman Ravindran
Histogram-based clustering of multiple data streams.Antonio Balzanella Rosanna Verde
Mutual clustering on comparative texts via heterogeneous information networks.Jianping Cao Senzhang Wang Danyan Wen Zhaohui Peng Philip S. Yu Fei-Yue Wang
A review of mobile sensing systems, applications, and opportunities.Francisco Laport-López Emilio Serrano Javier Bajo Andrew T. Campbell
Resolution-based rewriting for Horn-SHIQ ontologies.Despoina Trivela Giorgos Stoilos Alexandros Chortaras Giorgos Stamou
An integrated trust establishment model for the internet of agents. A scalable privacy-preserving framework for temporal record linkage. Scalability and sparsity issues in recommender datasets: a survey.