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Knowledge 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
An integrated trust establishment model for the internet of agents. 79-105 - Despoina Trivela, Giorgos Stoilos, Alexandros Chortaras
Resolution-based rewriting for Horn-SHIQ ontologies. 107-143 - Francisco Laport-López
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
Histogram-based clustering of multiple data streams. 203-238 - Nandan Sudarsanam
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
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
Analysis of loss functions for fast single-class classification. 337-358 - Dimas Cassimiro do Nascimento
Exploiting block co-occurrence to control block sizes for entity resolution. 359-400 - Javier Pérez-Marcos
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
Relevant feature selection and ensemble classifier design using bi-objective genetic algorithm. 423-455 - Benjamin Schelling
Dataset-Transformation: improving clustering by enhancing the structure with DipScaling and DipTransformation. 457-484 - Chengyu Wang, Xiaofeng He
HEEL: exploratory entity linking for heterogeneous information networks. 485-506 - Ibrahim Aljarah
Clustering analysis using a novel locality-informed grey wolf-inspired clustering approach. 507-539 - Petar Vracar
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
Measures of uncertainty for knowledge bases. 611-637 - Heli Sun
Leader-aware community detection in complex networks. 639-668 - Martin Boldt
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
Unsupervised online change point detection in high-dimensional time series. 719-750 - Shu-Ping Wan
A new order relation for Pythagorean fuzzy numbers and application to multi-attribute group decision making. 751-785 - Rouzbeh Meymandpour
Measuring the diversity of recommendations: a preference-aware approach for evaluating and adjusting diversity. 787-811 - Daniela Loreti
Generating synthetic positive and negative business process traces through abduction. 813-839
Volume 62, Number 3, March 2020
- Colin Bellinger
Framework for extreme imbalance classification: SWIM - sampling with the majority class. 841-866 - Hong-Jun Jang
Nearest base-neighbor search on spatial datasets. 867-897 - Xiao He
Kernel conditional clustering and kernel conditional semi-supervised learning. 899-925 - Yunzhe Jia
Exploiting patterns to explain individual predictions. 927-950 - Fernando Giner
Integrating learned and explicit document features for reputation monitoring in social media. 951-985 - Yan Chen, Qinghua Zheng, Shuguang Ji, Feng Tian
Identifying at-risk students based on the phased prediction model. 987-1003 - Sundong Kim
A systematic framework of predicting customer revisit with in-store sensors. 1005-1035 - Siwar Jendoubi
Evidential positive opinion influence measures for viral marketing. 1037-1062 - Bingyan Lin, Xiaoyan Zhang, Weihua Xu
Dynamically updating approximations based on multi-threshold tolerance relation in incomplete interval-valued decision information systems. 1063-1087 - Jin Shang
Local low-rank Hawkes processes for modeling temporal user-item interactions. 1089-1112 - Atif Raza
Accelerating pattern-based time series classification: a linear time and space string mining approach. 1113-1141 - Sander J. J. Leemans
Information-preserving abstractions of event data in process mining. 1143-1197 - Jerry Chun-Wei Lin
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
Trajectory splicing. 1279-1312 - Sacha Servan-Schreiber, Matteo Riondato
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
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
Micro- and macro-level churn analysis of large-scale mobile games. 1465-1496 - Jan G. Bazan
Effective construction of classifiers with the k-NN method supported by a concept ontology. 1497-1510 - Mariela Morveli Espinoza
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
Consistent updating of databases with marked nulls. 1571-1609 - Polina Rozenshtein
Finding events in temporal networks: segmentation meets densest subgraph discovery. 1611-1639 - Alan Valejo
A benchmarking tool for the generation of bipartite network models with overlapping communities. 1641-1669
Volume 62, Number 5, May 2020
- Isak Karlsson
Locally and globally explainable time series tweaking. 1671-1700 - Mohammad Fatahi
An FPA and GA-based hybrid evolutionary algorithm for analyzing clusters. 1701-1722 - Xinghua Wang, Zhaohui Peng
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
Detecting outliers with one-class selective transfer machine. 1781-1818 - Ruijie Wang
Structured query construction via knowledge graph embedding. 1819-1846 - Farideh Tavazoee, Claudio Conversano
Recurrent random forest for the assessment of popularity in social media. 1847-1879 - Haotian Wang
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
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
From decision knowledge to e-government expert systems: the case of income taxation for foreign artists in Belgium. 2011-2028 - Lamine Diop
Sequential pattern sampling with norm-based utility. 2029-2065 - Yuchen Bian
Memory-based random walk for multi-query local community detection. 2067-2101 - Yuchen Bian
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
Review of English literature on figurative language applied to social networks. 2105-2137 - Tong Chen
Online sales prediction via trend alignment-based multitask recurrent neural networks. 2139-2167 - Sven Hertling
DBkWik: extracting and integrating knowledge from thousands of Wikis. 2169-2190 - Hai V. Duong
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
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
Outsourcing analyses on privacy-protected multivariate categorical data stored in untrusted clouds. 2301-2326 - Guangxia Li
Collaborative online ranking algorithms for multitask learning. 2327-2348 - Guillermo Ruiz
Extreme pivots: a pivot selection strategy for faster metric search. 2349-2382 - Baolin Guo, Hong Tao, Chenping Hou
Semi-supervised multi-label feature learning via label enlarged discriminant analysis. 2383-2417 - Sanaz Nikfalazar
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
Enhancing supervised bug localization with metadata and stack-trace. 2461-2484
Volume 62, Number 7, July 2020
- Robertus Nugroho
A survey of recent methods on deriving topics from Twitter: algorithm to evaluation. 2485-2519 - Fangna Tao, Liangxiao Jiang
Label similarity-based weighted soft majority voting and pairing for crowdsourcing. 2521-2538 - Eduardo González López de Murillas
Case notion discovery and recommendation: automated event log building on databases. 2539-2575 - Dong-Wan Choi, Jian Pei
On spatial keyword covering. 2577-2612 - Grigorios Loukides
Location histogram privacy by Sensitive Location Hiding and Target Histogram Avoidance/Resemblance. 2613-2651 - José Miguel Pérez-Álvarez
Verifying the manipulation of data objects according to business process and data models. 2653-2683 - Guannan Liu
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
Navigation leads for exploratory search and navigation in digital libraries. 2739-2764 - Jiyuan Zhang, Jinoh Oh, Kijung Shin
Fast and memory-efficient algorithms for high-order Tucker decomposition. 2765-2794 - Aldo Márquez-Grajales
A multi-breakpoints approach for symbolic discretization of time series. 2795-2834 - Igor Goldenberg
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
Coverage-based query subtopic diversification leveraging semantic relevance. 2873-2891 - Nan Tian, Yue Xu
Review selection based on content quality. 2893-2915 - Alaa Mohasseb
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
Exploiting review embedding and user attention for item recommendation. 3015-3038 - Soufiane Lyaqini, Mohamed Quafafou, Mourad Nachaoui
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
Online anomaly search in time series: significant online discords. 3083-3106 - Savong Bou
L-BiX: incremental sliding-window aggregation over data streams using linear bidirectional aggregating indexes. 3107-3131 - Zhipeng Zhang
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
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
Feature extraction from null and non-null spaces of kernel local discriminant embedding. 3217-3238 - Maria Halkidi
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
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
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
Discovery of evolving companion from trajectory data streams. 3509-3533 - Ilyes Jenhani, Ammar Elhassan, Ghassen Ben Brahim
A novel possibilistic artificial immune-based classifier for course learning outcome enhancement. 3535-3563 - Shashi Raj, Dharavath Ramesh
EAFIM: efficient apriori-based frequent itemset mining algorithm on Spark for big transactional data. 3565-3583 - Zhihong Wang, Yi Guo:
Empower rumor events detection from Chinese microblogs with multi-type individual information. 3585-3614 - Christophe Debruyne
"Just-in-time" generation of datasets by considering structured representations of given consent for GDPR compliance. 3615-3640 - Wenju Zhang, Xiang Zhang, Long Lan, Zhigang Luo:
Enhancing unsupervised domain adaptation by discriminative relevance regularization. 3641-3664 - Faruk Hasic, Carl Corea, Jonas Blatt, Patrick Delfmann, Estefanía Serral
Decision model change patterns for dynamic system evolution. 3665-3696 - Antonis Matakos, Sijing Tu
Tell me something my friends do not know: diversity maximization in social networks. 3697-3726 - Jianfei Zhang, Lifei Chen
Survival neural networks for time-to-event prediction in longitudinal study. 3727-3751 - Manomita Chakraborty
Rule extraction from neural network trained using deep belief network and back propagation. 3753-3781 - Zhixin Qi, Hongzhi Wang
TAILOR: time-aware facility location recommendation based on massive trajectories. 3783-3810 - Cleiton Fernando Lima Sena, Daniela Barreiro Claro
PragmaticOIE: a pragmatic open information extraction for Portuguese language. 3811-3836
Volume 62, Number 10, October 2020
- Zahra Roozbahani, Jalal Rezaeenour, Hanif Emamgholizadeh, Amir Jalaly Bidgoly
A systematic survey on collaborator finding systems in scientific social networks. 3837-3879 - Yannick Francillette
Modeling, learning, and simulating human activities of daily living with behavior trees. 3881-3910 - Weijiang Feng
Learning sequence-to-sequence affinity metric for near-online multi-object tracking. 3911-3930 - Frédéric Flouvat
Mining evolutions of complex spatial objects using a single-attributed Directed Acyclic Graph. 3931-3971 - Diogo Domingues Regateiro
A search space optimization method for fuzzy access control auditing. 3973-3994 - Jun Ma
Fisher-regularized supervised and semi-supervised extreme learning machine. 3995-4027 - Md. Abul Bashar
Regularising LSTM classifier by transfer learning for detecting misogynistic tweets with small training set. 4029-4054 - Anh Phan Tuan, Tran Xuan Bach, Thien Huu Nguyen, Ngo Van Linh
Bag of biterms modeling for short texts. 4055-4090 - Juan Felipe Castro, Miguel Romero, Gilberto Gutiérrez
Efficient computation of the convex hull on sets of points stored in a k-tree compact data structure. 4091-4111 - Xueying Wang, Meng Jiang
Precise temporal slot filling via truth finding with data-driven commonsense. 4113-4139
Volume 62, Number 11, November 2020
- Mohammad Karim Sohrabi:
An efficient projection-based method for high utility itemset mining using a novel pruning approach on the utility matrix. 4141-4167 - Yang You, Yuxiong He, Samyam Rajbhandari, Wenhan Wang, Cho-Jui Hsieh, Kurt Keutzer, James Demmel:
Fast LSTM by dynamic decomposition on cloud and distributed systems. 4169-4197 - Nahuel Verdugo, Eduardo Guzmán
Integrating researchers' scientific production information through Ogmios. 4199-4222 - Panagiotis Mandros, Mario Boley, Jilles Vreeken
Discovering dependencies with reliable mutual information. 4223-4253 - Chunlin Li, Jianhang Tang, Youlong Luo:
Service cost-based resource optimization and load balancing for edge and cloud environment. 4255-4275 - Shu-Kai Zhang, Cheng-Te Li
A joint optimization framework for better community detection based on link prediction in social networks. 4277-4296 - Hiba Sebei
SNOWL model: social networks unification-based semantic data integration. 4297-4336 - Bertrand Lebichot
An experimental study of graph-based semi-supervised classification with additional node information. 4337-4371 - Chao Huang
Pythagorean fuzzy MULTIMOORA method based on distance measure and score function: its application in multicriteria decision making process. 4373-4406 - Amit Kumar Das
Multi-objective Bonobo Optimizer (MOBO): an intelligent heuristic for multi-criteria optimization. 4407-4444
Volume 62, Number 12, December 2020
- Mohammed Kaity, Vimala Balakrishnan
Sentiment lexicons and non-English languages: a survey. 4445-4480 - Yousra A. Harb
A descriptive framework for the field of knowledge management. 4481-4508 - Haiyun Jiang
Surface pattern-enhanced relation extraction with global constraints. 4509-4540 - Ahmed Fathalla
Deep end-to-end learning for price prediction of second-hand items. 4541-4568 - Shahrouz Moaven
A fuzzy-AHP-based approach to select software architecture based on quality attributes (FASSA). 4569-4597 - Yunfei Lu
Exploring the collective human behavior in cascading systems: a comprehensive framework. 4599-4623 - Seyed Mohammad Hashemi, Mohammad Rahmati
Cross-domain recommender system using generalized canonical correlation analysis. 4625-4651 - Mohamed Mehdi Kandi
SLA-driven resource re-allocation for SQL-like queries in the cloud. 4653-4680 - Weijian Ni, Haoyu Guo, Tong Liu
Automatic role identification for research teams with ranking multi-view machines. 4681-4716 - Rodrigo Rocha Silva
Big high-dimension data cube designs for hybrid memory systems. 4717-4746
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