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ORCIDKnowledge and Information Systems, Volume 62
Volume 62, Number 1, January 2020
- Monika Singh:
Scalability and sparsity issues in recommender datasets: a survey. 1-43
- Thilina Ranbaduge
, Peter Christen:
A scalable privacy-preserving framework for temporal record linkage. 45-78 - Abdullah Aref, Thomas T. Tran:
An integrated trust establishment model for the internet of agents. 79-105 - Despoina Trivela, Giorgos Stoilos, Alexandros Chortaras, Giorgos Stamou:
Resolution-based rewriting for Horn-SHIQ ontologies. 107-143 - Francisco Laport-López, Emilio Serrano, Javier Bajo, Andrew T. Campbell:
A review of mobile sensing systems, applications, and opportunities. 145-174 - Jianping Cao, Senzhang Wang, Danyan Wen, Zhaohui Peng, Philip S. Yu, Fei-Yue Wang:
Mutual clustering on comparative texts via heterogeneous information networks. 175-202 - Antonio Balzanella, Rosanna Verde:
Histogram-based clustering of multiple data streams. 203-238 - Nandan Sudarsanam, Nishanth Kumar, Abhishek Sharma, Balaraman Ravindran:
Rate of change analysis for interestingness measures. 239-258 - Po-Ruey Lei:
Mining maritime traffic conflict trajectories from a massive AIS data. 259-285 - Chun-Hao Chen, Cheng-Yu Lu, Cheng-Bon Lin:
An intelligence approach for group stock portfolio optimization with a trading mechanism. 287-316 - Jianbo Yuan, Zhiwei Jin, Han Guo, Hongxia Jin, Xianchao Zhang, Tristram H. Smith, Jiebo Luo:
Constructing biomedical domain-specific knowledge graph with minimum supervision. 317-336 - Gil Keren, Sivan Sabato, Björn W. Schuller:
Analysis of loss functions for fast single-class classification. 337-358 - Dimas Cassimiro do Nascimento, Carlos Eduardo Santos Pires, Demetrio Gomes Mestre:
Exploiting block co-occurrence to control block sizes for entity resolution. 359-400 - Javier Pérez-Marcos, Diego M. Jiménez-Bravo, Juan F. De Paz, Gabriel Villarrubia-González, Vivian F. López Batista, Ana Belén Gil:
Multi-agent system application for music features extraction, meta-classification and context analysis. 401-422
Volume 62, Number 2, February 2020
- Asit Kumar Das, Soumen Kumar Pati, Arka Ghosh:
Relevant feature selection and ensemble classifier design using bi-objective genetic algorithm. 423-455 - Benjamin Schelling, Claudia Plant:
Dataset-Transformation: improving clustering by enhancing the structure with DipScaling and DipTransformation. 457-484 - Chengyu Wang, Xiaofeng He, Aoying Zhou:
HEEL: exploratory entity linking for heterogeneous information networks. 485-506 - Ibrahim Aljarah, Majdi M. Mafarja, Ali Asghar Heidari, Hossam Faris, Seyedali Mirjalili:
Clustering analysis using a novel locality-informed grey wolf-inspired clustering approach. 507-539 - Petar Vracar, Erik Strumbelj, Igor Kononenko:
Automatic attribute construction for basketball modelling. 541-570 - Jinhong Jung, Woojeong Jin, U Kang:
Random walk-based ranking in signed social networks: model and algorithms. 571-610 - Zhaowen Li, Gangqiang Zhang, Wei-Zhi Wu, Ningxin Xie:
Measures of uncertainty for knowledge bases. 611-637 - Heli Sun, Hongxia Du, Jianbin Huang, Yang Li, Zhongbin Sun, Liang He, Xiaolin Jia, Zhongmeng Zhao:
Leader-aware community detection in complex networks. 639-668 - Martin Boldt, Anton Borg, Selim Ickin, Jörgen Gustafsson:
Anomaly detection of event sequences using multiple temporal resolutions and Markov chains. 669-686 - Leandro Carlos de Souza, Renata Maria Cardoso Rodrigues De Souza, Getúlio José Amorim do Amaral:
Dynamic clustering of interval data based on hybrid \(L_q\) distance. 687-718 - Masoomeh Zameni, Amin Sadri, Zahra Ghafoori, Masud Moshtaghi, Flora D. Salim, Christopher Leckie, Kotagiri Ramamohanarao:
Unsupervised online change point detection in high-dimensional time series. 719-750 - Shu-Ping Wan, Zhen Jin, Jiu-Ying Dong:
A new order relation for Pythagorean fuzzy numbers and application to multi-attribute group decision making. 751-785 - Rouzbeh Meymandpour, Joseph G. Davis:
Measuring the diversity of recommendations: a preference-aware approach for evaluating and adjusting diversity. 787-811 - Daniela Loreti, Federico Chesani, Anna Ciampolini, Paola Mello:
Generating synthetic positive and negative business process traces through abduction. 813-839
Volume 62, Number 3, March 2020
- Colin Bellinger, Shiven Sharma, Nathalie Japkowicz, Osmar R. Zaïane:
Framework for extreme imbalance classification: SWIM - sampling with the majority class. 841-866 - Hong-Jun Jang, Kyeong-Seok Hyun, Jaehwa Chung, Soon-Young Jung:
Nearest base-neighbor search on spatial datasets. 867-897 - Xiao He, Thomas Gumbsch, Damian Roqueiro, Karsten M. Borgwardt:
Kernel conditional clustering and kernel conditional semi-supervised learning. 899-925 - Yunzhe Jia, James Bailey, Kotagiri Ramamohanarao, Christopher Leckie, Xingjun Ma:
Exploiting patterns to explain individual predictions. 927-950 - Fernando Giner, Enrique Amigó, Felisa Verdejo:
Integrating learned and explicit document features for reputation monitoring in social media. 951-985 - Yan Chen, Qinghua Zheng, Shuguang Ji, Feng Tian, Haiping Zhu, Min Liu:
Identifying at-risk students based on the phased prediction model. 987-1003 - Sundong Kim, Jae-Gil Lee:
A systematic framework of predicting customer revisit with in-store sensors. 1005-1035 - Siwar Jendoubi, Arnaud Martin:
Evidential positive opinion influence measures for viral marketing. 1037-1062 - Bingyan Lin, Xiaoyan Zhang, Weihua Xu, Yanxue Wu:
Dynamically updating approximations based on multi-threshold tolerance relation in incomplete interval-valued decision information systems. 1063-1087 - Jin Shang, Mingxuan Sun:
Local low-rank Hawkes processes for modeling temporal user-item interactions. 1089-1112 - Atif Raza, Stefan Kramer:
Accelerating pattern-based time series classification: a linear time and space string mining approach. 1113-1141 - Sander J. J. Leemans, Dirk Fahland:
Information-preserving abstractions of event data in process mining. 1143-1197 - Jerry Chun-Wei Lin, Ting Li, Matin Pirouz, Ji Zhang, Philippe Fournier-Viger:
High average-utility sequential pattern mining based on uncertain databases. 1199-1228 - João Carlos Xavier Junior, Anne M. P. Canuto, Luiz M. G. Gonçalves:
Two approaches for clustering algorithms with relational-based data. 1229-1253
Volume 62, Number 4, April 2020
- Assunta Matassa, Daniele Riboni:
Reasoning with smart objects' affordance for personalized behavior monitoring in pervasive information systems. 1255-1278 - Qiang Lu, Rencai Wang, Bin Yang, Zhiguang Wang:
Trajectory splicing. 1279-1312 - Sacha Servan-Schreiber, Matteo Riondato, Emanuel Zgraggen:
ProSecCo: progressive sequence mining with convergence guarantees. 1313-1340 - Jinzheng Tu, Guoxian Yu, Carlotta Domeniconi, Jun Wang, Guoqiang Xiao, Maozu Guo:
Multi-label crowd consensus via joint matrix factorization. 1341-1369 - Reza Davoudabadi, S. Meysam Mousavi, Vahid Mohagheghi:
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. 1371-1391 - Vasileios Iosifidis, Eirini Ntoutsi:
Sentiment analysis on big sparse data streams with limited labels. 1393-1432 - Jin Soung Yoo, Douglas Boulware, David Kimmey:
Parallel co-location mining with MapReduce and NoSQL systems. 1433-1463 - Xi Liu, Muhe Xie, Xidao Wen, Rui Chen, Yong Ge, Nick Duffield, Na Wang:
Micro- and macro-level churn analysis of large-scale mobile games. 1465-1496 - Jan G. Bazan, Stanislawa Bazan-Socha, Marcin Ochab, Sylwia Buregwa-Czuma, Tomasz Nowakowski, Miroslaw Wozniak:
Effective construction of classifiers with the k-NN method supported by a concept ontology. 1497-1510 - Mariela Morveli Espinoza, Ayslan Trevizan Possebom, Cesar Augusto Tacla:
On the calculation of the strength of threats. 1511-1538 - Xinhua Zhu, Xuechen Yang, Yanyi Huang, Qingsong Guo, Bo Zhang:
Measuring similarity and relatedness using multiple semantic relations in WordNet. 1539-1569 - Jacques Chabin, Mírian Halfeld Ferrari, Dominique Laurent:
Consistent updating of databases with marked nulls. 1571-1609 - Polina Rozenshtein, Francesco Bonchi, Aristides Gionis, Mauro Sozio, Nikolaj Tatti:
Finding events in temporal networks: segmentation meets densest subgraph discovery. 1611-1639 - Alan Valejo, Fabiana Goés, Luzia Romanetto, Maria Cristina Ferreira de Oliveira, Alneu de Andrade Lopes:
A benchmarking tool for the generation of bipartite network models with overlapping communities. 1641-1669
Volume 62, Number 5, May 2020
- Isak Karlsson, Jonathan Rebane, Panagiotis Papapetrou, Aristides Gionis:
Locally and globally explainable time series tweaking. 1671-1700 - Mohammad Fatahi, Sadegh Moradi:
An FPA and GA-based hybrid evolutionary algorithm for analyzing clusters. 1701-1722 - Xinghua Wang, Zhaohui Peng, Senzhang Wang, Philip S. Yu, Wenjing Fu, Xiaokang Xu, Xiaoguang Hong:
CDLFM: cross-domain recommendation for cold-start users via latent feature mapping. 1723-1750 - Chien-Wei Chang, Chu-Di Chen, Kun-Ta Chuang:
Queries of K-discriminative paths on road networks. 1751-1780 - Hirofumi Fujita, Tetsu Matsukawa, Einoshin Suzuki:
Detecting outliers with one-class selective transfer machine. 1781-1818 - Ruijie Wang, Meng Wang, Jun Liu, Michael Cochez, Stefan Decker:
Structured query construction via knowledge graph embedding. 1819-1846 - Farideh Tavazoee, Claudio Conversano, Francesco Mola:
Recurrent random forest for the assessment of popularity in social media. 1847-1879 - Haotian Wang, Zhenyu Zhao, Yuhua Tang:
An effective few-shot learning approach via location-dependent partial differential equation. 1881-1901 - Nektaria Potha, Efstathios Stamatatos:
Improved algorithms for extrinsic author verification. 1903-1921 - Gaby G. Dagher, Benjamin C. M. Fung, Noman Mohammed, Jeremy Clark:
sf SecDM: privacy-preserving data outsourcing framework with differential privacy. 1923-1960 - Mieczyslaw A. Klopotek:
Machine learning friendly set version of Johnson-Lindenstrauss lemma. 1961-2009 - Faruk Hasic, Jan Vanthienen:
From decision knowledge to e-government expert systems: the case of income taxation for foreign artists in Belgium. 2011-2028 - Lamine Diop, Cheikh Talibouya Diop, Arnaud Giacometti, Dominique Li, Arnaud Soulet:
Sequential pattern sampling with norm-based utility. 2029-2065 - Yuchen Bian, Dongsheng Luo, Yaowei Yan, Wei Cheng, Wei Wang, Xiang Zhang:
Memory-based random walk for multi-query local community detection. 2067-2101 - Yuchen Bian, Dongsheng Luo, Yaowei Yan, Wei Cheng, Wei Wang, Xiang Zhang:
Correction to: Memory-based random walk for multi-query local community detection. 2103-2104
Volume 62, Number 6, June 2020
- María del Pilar Salas-Zárate, Giner Alor-Hernández, José Luis Sánchez-Cervantes, Mario Andrés Paredes-Valverde, Jorge Luis García-Alcaraz, Rafael Valencia-García:
Review of English literature on figurative language applied to social networks. 2105-2137 - Tong Chen, Hongzhi Yin, Hongxu Chen, Hao Wang, Xiaofang Zhou, Xue Li:
Online sales prediction via trend alignment-based multitask recurrent neural networks. 2139-2167 - Sven Hertling, Heiko Paulheim:
DBkWik: extracting and integrating knowledge from thousands of Wikis. 2169-2190 - Hai V. Duong, Tin C. Truong, Anh N. Tran, Bac Le:
Fast generation of sequential patterns with item constraints from concise representations. 2191-2223 - Yen-Hao Hsieh, Szu-Chieh Chen:
A decision support system for service recovery in affective computing: an experimental investigation. 2225-2256 - Mourad Khayati, Philippe Cudré-Mauroux, Michael H. Böhlen:
Scalable recovery of missing blocks in time series with high and low cross-correlations. 2257-2280 - Zhe Cui, Noseong Park, Tanmoy Chakraborty:
Incremental community discovery via latent network representation and probabilistic inference. 2281-2300 - Josep Domingo-Ferrer, David Sánchez, Sara Ricci, Mónica Muñoz-Batista:
Outsourcing analyses on privacy-protected multivariate categorical data stored in untrusted clouds. 2301-2326 - Guangxia Li, Peilin Zhao, Tao Mei, Peng Yang, Yulong Shen, Kuiyu Chang, Steven C. H. Hoi:
Collaborative online ranking algorithms for multitask learning. 2327-2348 - Guillermo Ruiz, Edgar Chávez, Ubaldo Ruiz, Eric Sadit Tellez:
Extreme pivots: a pivot selection strategy for faster metric search. 2349-2382 - Baolin Guo, Hong Tao, Chenping Hou, Dongyun Yi:
Semi-supervised multi-label feature learning via label enlarged discriminant analysis. 2383-2417 - Sanaz Nikfalazar, Chung-Hsing Yeh, Susan E. Bedingfield, Hadi Akbarzadeh Khorshidi:
Missing data imputation using decision trees and fuzzy clustering with iterative learning. 2419-2437 - Chiraz Ben Othmane Zribi:
English-Arabic collocation extraction to enhance Arabic collocation identification. 2439-2459 - Yaojing Wang, Yuan Yao, Hanghang Tong, Xuan Huo, Ming Li, Feng Xu, Jian Lu:
Enhancing supervised bug localization with metadata and stack-trace. 2461-2484
Volume 62, Number 7, July 2020
- Robertus Nugroho, Cécile Paris, Surya Nepal, Jian Yang, Weiliang Zhao:
A survey of recent methods on deriving topics from Twitter: algorithm to evaluation. 2485-2519 - Fangna Tao, Liangxiao Jiang, Chaoqun Li:
Label similarity-based weighted soft majority voting and pairing for crowdsourcing. 2521-2538 - Eduardo González López de Murillas, Hajo A. Reijers, Wil M. P. van der Aalst:
Case notion discovery and recommendation: automated event log building on databases. 2539-2575 - Dong-Wan Choi, Jian Pei, Xuemin Lin:
On spatial keyword covering. 2577-2612 - Grigorios Loukides, George Theodorakopoulos:
Location histogram privacy by Sensitive Location Hiding and Target Histogram Avoidance/Resemblance. 2613-2651 - José Miguel Pérez-Álvarez, María Teresa Gómez López, Rik Eshuis, Marco Montali, Rafael M. Gasca:
Verifying the manipulation of data objects according to business process and data models. 2653-2683 - Guannan Liu, Jia Guo, Yuan Zuo, Junjie Wu, Ren-Yong Guo:
Fraud detection via behavioral sequence embedding. 2685-2708 - Miriam Fdez-Díaz, Laura Fdez-Díaz, Deiner Mena, Elena Montañés, José Ramón Quevedo, Juan José del Coz:
Improving the ε-approximate algorithm for Probabilistic Classifier Chains. 2709-2738 - Róbert Móro, Mária Bieliková:
Navigation leads for exploratory search and navigation in digital libraries. 2739-2764 - Jiyuan Zhang, Jinoh Oh, Kijung Shin, Evangelos E. Papalexakis, Christos Faloutsos, Hwanjo Yu:
Fast and memory-efficient algorithms for high-order Tucker decomposition. 2765-2794 - Aldo Márquez-Grajales, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes, Mario Graff:
A multi-breakpoints approach for symbolic discretization of time series. 2795-2834 - Igor Goldenberg, Geoffrey I. Webb:
PCA-based drift and shift quantification framework for multidimensional data. 2835-2854 - Xingsi Xue:
A compact firefly algorithm for matching biomedical ontologies. 2855-2871 - Md Shajalal, Masaki Aono:
Coverage-based query subtopic diversification leveraging semantic relevance. 2873-2891 - Nan Tian, Yue Xu, Yuefeng Li:
Review selection based on content quality. 2893-2915 - Alaa Mohasseb, Benjamin Aziz, Jeyong Jung, Julak Lee:
Cyber security incidents analysis and classification in a case study of Korean enterprises. 2917-2935
Volume 62, Number 8, August 2020
- Nourah Alswaidan, Mohamed El Bachir Menai:
A survey of state-of-the-art approaches for emotion recognition in text. 2937-2987 - Takahiro Komamizu:
Random walk-based entity representation learning and re-ranking for entity search. 2989-3013 - Yatong Sun, Guibing Guo, Xu Chen, Penghai Zhang, Xingwei Wang:
Exploiting review embedding and user attention for item recommendation. 3015-3038 - Soufiane Lyaqini, Mohamed Quafafou, Mourad Nachaoui, Abdelkrim Chakib:
Supervised learning as an inverse problem based on non-smooth loss function. 3039-3058 - Yi Chen, Shuai Ding, Handong Zheng, Yanchun Zhang, Shanlin Yang:
Decision support for personalized hospital choice using the DEX hierarchical model with SMAA. 3059-3082 - Paolo Avogadro, Luca Palonca, Matteo Alessandro Dominoni:
Online anomaly search in time series: significant online discords. 3083-3106 - Savong Bou, Hiroyuki Kitagawa, Toshiyuki Amagasa:
L-BiX: incremental sliding-window aggregation over data streams using linear bidirectional aggregating indexes. 3107-3131 - Zhipeng Zhang, Yasuo Kudo, Tetsuya Murai, Yonggong Ren:
Improved covering-based collaborative filtering for new users' personalized recommendations. 3133-3154 - Meifan Zhang, Hongzhi Wang, Jianzhong Li, Hong Gao:
SUM-optimal histograms for approximate query processing. 3155-3180 - Suzanne Mpouli, Michel Beigbeder, Christine Largeron:
Lexifield: a system for the automatic building of lexicons by semantic expansion of short word lists. 3181-3201 - Jonathan R. Wells, Sunil Aryal, Kai Ming Ting:
Simple supervised dissimilarity measure: Bolstering iForest-induced similarity with class information without learning. 3203-3216 - Alireza Bosaghzadeh, Fadi Dornaika:
Feature extraction from null and non-null spaces of kernel local discriminant embedding. 3217-3238 - Maria Halkidi, Iordanis Koutsopoulos:
Recommender systems with selfish users. 3239-3262 - Dariusz Jamróz:
The examination of the effect of the criterion for neural network's learning on the effectiveness of the qualitative analysis of multidimensional data. 3263-3289 - Tingting Liang, Lifang He, Chun-Ta Lu, Liang Chen, Haochao Ying, Philip S. Yu, Jian Wu:
CAMAR: a broad learning based context-aware recommender for mobile applications. 3291-3319 - Zaineb Chelly Dagdia, Christine Zarges, Gaël Beck, Mustapha Lebbah:
A scalable and effective rough set theory-based approach for big data pre-processing. 3321-3386
Volume 62, Number 9, September 2020
- Loan Thi Ngoc Dinh, Gour C. Karmakar, Joarder Kamruzzaman:
A survey on context awareness in big data analytics for business applications. 3387-3415 - Suman Banerjee, Mamata Jenamani, Dilip Kumar Pratihar:
A survey on influence maximization in a social network. 3417-3455 - He Zhang, François Petitjean, Wray L. Buntine:
Bayesian network classifiers using ensembles and smoothing. 3457-3480 - Behzad Rezaie, Morteza Zahedi, Hoda Mashayekhi:
Measuring time-sensitive user influence in Twitter. 3481-3508 - Thi Thi Shein, Sutheera Puntheeranurak, Makoto Imamura:
Discovery of evolving companion from trajectory data streams. 3509-3533