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ORCIDKnowledge and Information Systems, Volume 64
Volume 64, Number 1, January 2022
- Zhaoliang Chen, Shiping Wang
:
A review on matrix completion for recommender systems. 1-34 - Harris Papadakis, Antonis Papagrigoriou, Costas Panagiotakis, Eleftherios Kosmas, Paraskevi Fragopoulou:
Collaborative filtering recommender systems taxonomy. 35-74 - Roozbeh Razavi-Far, Mehrdad Saif, Vasile Palade, Shiladitya Chakrabarti:
An integrated framework for diagnosing process faults with incomplete features. 75-93 - Michael Stewart, Wei Liu:
E2EET: from pipeline to end-to-end entity typing via transformer-based embeddings. 95-113 - Sami Sieranoja, Pasi Fränti:
Adapting k-means for graph clustering. 115-142 - Jidong Yuan, Mohan Shi, Zhihai Wang, Haiyang Liu, Jinyang Li:
Random pairwise shapelets forest: an effective classifier for time series. 143-174 - Chunlin Li, Chaokun Zhang, Bingbin Ma, Youlong Luo:
Efficient multi-attribute precedence-based task scheduling for edge computing in geo-distributed cloud environment. 175-205 - Md. Khaledur Rahman, Majedul Haque Sujon, Ariful Azad:
Scalable force-directed graph representation learning and visualization. 207-233 - Yizhu Jiao, Yun Xiong, Jiawei Zhang, Yao Zhang, Tianqi Zhang, Yangyong Zhu:
Scalable self-supervised graph representation learning via enhancing and contrasting subgraphs. 235-260 - Mohamed Abd Elaziz, Ahmed A. Ewees, Dalia Yousri, Laith Mohammad Abualigah, Mohammed Abdulaziz Aide Al-qaness:
Modified marine predators algorithm for feature selection: case study metabolomics. 261-287
Volume 64, Number 2, February 2022
- Swati Goswami, Asit Kumar Das:
Determining maximum cliques for community detection in weighted sparse networks. 289-324 - Wissem Bouarroudj, Zizette Boufaïda, Ladjel Bellatreche:
Named entity disambiguation in short texts over knowledge graphs. 325-351 - Zhixue Zhang, Xiujuan Du, Long Jin, Shuqiao Wang, Lijuan Wang, Xiuxiu Liu:
Large-scale underwater fish recognition via deep adversarial learning. 353-379 - Weiner de Oliveira, Regina Braga, José Maria N. David, Victor Ströele, Fernanda Campos, Gabriella C. B. Castro:
Visionary: a framework for analysis and visualization of provenance data. 381-413 - Leonardo Henrique Moreira, Célia Ghedini Ralha:
An efficient lightweight coordination model to multi-agent planning. 415-439 - Patricia Jiménez, Juan C. Roldán, Rafael Corchuelo:
A hybrid quantum approach to leveraging data from HTML tables. 441-474 - Nicholas Hoernle, Gregory Kehne, Ariel D. Procaccia, Kobi Gal:
The phantom steering effect in Q&A websites. 475-506 - Lutz Oettershagen, Petra Mutzel:
Computing top-k temporal closeness in temporal networks. 507-535 - Dan-Dan Lu, Ji Qi, Jie Yan, Zhong-Yuan Zhang:
Community detection combining topology and attribute information. 537-558 - Stephan A. Fahrenkrog-Petersen, Niek Tax, Irene Teinemaa, Marlon Dumas, Massimiliano de Leoni, Fabrizio Maria Maggi, Matthias Weidlich:
Fire now, fire later: alarm-based systems for prescriptive process monitoring. 559-587
Volume 64, Number 3, March 2022
- Joe Tekli:
An overview of cluster-based image search result organization: background, techniques, and ongoing challenges. 589-642 - Victor Freitas Rocha, Flávio Miguel Varejão, Marcelo Eduardo Vieira Segatto:
Ensemble of classifier chains and decision templates for multi-label classification. 643-663 - Pradeep Kumar Singh, Shreyashee Sinha, Prasenjit Choudhury:
An improved item-based collaborative filtering using a modified Bhattacharyya coefficient and user-user similarity as weight. 665-701 - Xiaofeng Liu, Wan Liu, Hongsheng Huang, Lin Bo:
An improved confusion matrix for fusing multiple K-SVD classifiers. 703-722 - Arnab Kumar Roy, Tanmay Basu:
Postimpact similarity: a similarity measure for effective grouping of unlabelled text using spectral clustering. 723-742 - Caleb Belth, Alican Büyükçakir, Danai Koutra:
A hidden challenge of link prediction: which pairs to check? 743-771 - Fatma M. Talaat, Hesham A. Ali, Mohamed S. Saraya, Ahmed I. Saleh:
Effective scheduling algorithm for load balancing in fog environment using CNN and MPSO. 773-797 - Xiaoqin Xie, Jiaming Zhang, Wei Wang, Wu Yang:
Attributed community search considering community focusing and latent relationship. 799-829 - Kanishka Ghosh Dastidar, Johannes Jurgovsky, Wissam Siblini, Michael Granitzer:
NAG: neural feature aggregation framework for credit card fraud detection. 831-858 - Daniel Gutierrez-Rojas, Ioannis T. Christou, Daniel Dantas, Arun Narayanan, Pedro H. J. Nardelli, Yongheng Yang:
Performance evaluation of machine learning for fault selection in power transmission lines. 859-883
Volume 64, Number 4, April 2022
- Ji Liu, Jizhou Huang, Yang Zhou, Xuhong Li, Shilei Ji, Haoyi Xiong, Dejing Dou:
From distributed machine learning to federated learning: a survey. 885-917 - Anar Amgalan, Lilianne R. Mujica-Parodi, Steven S. Skiena:
Fast spatial autocorrelation. 919-941 - Rodrigo Borges, Kostas Stefanidis:
Feature-blind fairness in collaborative filtering recommender systems. 943-962 - Sajal Halder, Kwan Hui Lim, Jeffrey Chan, Xiuzhen Zhang:
Efficient itinerary recommendation via personalized POI selection and pruning. 963-993 - Yang Hao, Wenbiao Ding, Zitao Liu:
NeuCrowd: neural sampling network for representation learning with crowdsourced labels. 995-1012 - Joscha Cüppers, Janis Kalofolias, Jilles Vreeken:
Omen: discovering sequential patterns with reliable prediction delays. 1013-1045 - Chih-Fong Tsai, Ya-Han Hu:
Empirical comparison of supervised learning techniques for missing value imputation. 1047-1075 - Sjouke Mauw, Yunior Ramírez-Cruz, Rolando Trujillo-Rasua:
Preventing active re-identification attacks on social graphs via sybil subgraph obfuscation. 1077-1100 - Hongxu Ou, Long Yu, Shengwei Tian, Xin Chen:
Chinese adversarial examples generation approach with multi-strategy based on semantic. 1101-1119 - Shouvik Chakraborty, Kalyani Mali:
Fuzzy modified cuckoo search for biomedical image segmentation. 1121-1160
Volume 64, Number 5, May 2022
- Jie Yang, Soyeon Caren Han, Josiah Poon:
A survey on extraction of causal relations from natural language text. 1161-1186 - Papis Wongchaisuwat, Diego Klabjan:
Truth validation with evidence. 1187-1209 - Alejandro López-Cifuentes, Marcos Escudero-Viñolo, Jesús Bescós, Pablo Carballeira:
Semantic-driven multi-camera pedestrian detection. 1211-1237 - Jens Dörpinghaus, Andreas Stefan, Bruce Schultz, Marc Jacobs:
Context mining and graph queries on giant biomedical knowledge graphs. 1239-1262 - Kuang Gao, Guocai Yuan, Yang Yang, Ying Fan, Wenbin Hu:
MEBC: social network immunization via motif-based edge-betweenness centrality. 1263-1281 - Michela Muscetti, Antonio M. Rinaldi, Cristiano Russo, Cristian Tommasino:
Multimedia ontology population through semantic analysis and hierarchical deep features extraction techniques. 1283-1303 - You Li, Chaoqiang Wang, Yuming Lin, Yongdong Lin, Liang Chang:
Span-based relational graph transformer network for aspect-opinion pair extraction. 1305-1322 - Jae-woong Lee, Minjin Choi, Lee Sael, Hyunjung Shim, Jongwuk Lee:
Knowledge distillation meets recommendation: collaborative distillation for top-N recommendation. 1323-1348 - Rabia Maqsood, Paolo Ceravolo, Cristóbal Romero, Sebastián Ventura:
Modeling and predicting students' engagement behaviors using mixture Markov models. 1349-1384 - Williams Rizzi, Chiara Di Francescomarino, Chiara Ghidini, Fabrizio Maria Maggi:
How do I update my model? On the resilience of Predictive Process Monitoring models to change. 1385-1416
Volume 64, Number 6, June 2022
- Zicun Cong, Xuan Luo, Jian Pei, Feida Zhu, Yong Zhang:
Data pricing in machine learning pipelines. 1417-1455 - Cagatay Catal, Görkem Giray, Bedir Tekinerdogan, Sandeep Kumar, Suyash Shukla:
Applications of deep learning for phishing detection: a systematic literature review. 1457-1500 - Atta Ur Rahman, Zahid Halim:
A graph-based solution for writer identification from handwritten text. 1501-1523 - Zhen Liu, Xiaodong Wang, Ying Ma, Xinxin Yang:
Relational metric learning with high-order neighborhood interactions for social recommendation. 1525-1547 - Ari Urkullu, Aritz Pérez, Borja Calvo:
Are the statistical tests the best way to deal with the biomarker selection problem? 1549-1570 - Minji Yoon, Théophile Gervet, Bryan Hooi, Christos Faloutsos:
Autonomous graph mining algorithm search with best performance trade-off. 1571-1602 - Lu Han, Arcot Rajasekar, Shuting Li:
An evidence-based credit evaluation ensemble framework for online retail SMEs. 1603-1623 - Omar Mustafa Al-Janabi, Nurul Hashimah Ahamed Hassain Malim, Yu-N Cheah:
Unsupervised model for aspect categorization and implicit aspect extraction. 1625-1651
Volume 64, Number 7, July 2022
- Suman Banerjee:
A survey on mining and analysis of uncertain graphs. 1653-1689 - John Pavlopoulos, Vasiliki Kougia, Ion Androutsopoulos, Dimitris Papamichail:
Diagnostic captioning: a survey. 1691-1722 - Huijie Liu, Han Wu, Le Zhang, Runlong Yu, Ye Liu, Chunli Liu, Minglei Li, Qi Liu, Enhong Chen:
A hierarchical interactive multi-channel graph neural network for technological knowledge flow forecasting. 1723-1757 - Fulian Yin, Meiqi Ji, Sitong Li, Yanyan Wang:
Neural TV program recommendation with heterogeneous attention. 1759-1779 - Pieter Bonte, Filip De Turck, Femke Ongenae:
Bridging the gap between expressivity and efficiency in stream reasoning: a structural caching approach for IoT streams. 1781-1815 - Raabia Mumtaz, Muhammad Abdul Qadir:
CustRE: a rule based system for family relations extraction from english text. 1817-1844 - Yusi Qi, Xiaoqing Zheng, Xuanjing Huang:
Aspect-based sentiment analysis with enhanced aspect-sensitive word embeddings. 1845-1861 - Francesco Ventura, Salvatore Greco, Daniele Apiletti, Tania Cerquitelli:
Trusting deep learning natural-language models via local and global explanations. 1863-1907 - Lingling Zhang, Fang Wang, Hong Jiang, Dan Feng, Yanwen Xie, Zhiwei Zhang, Guoren Wang:
Random walk on node cliques for high-quality samples to estimate large graphs with high accuracies and low costs. 1909-1935 - Himashi Rathnayake, Janani Sumanapala, Raveesha Rukshani, Surangika Ranathunga:
Adapter-based fine-tuning of pre-trained multilingual language models for code-mixed and code-switched text classification. 1937-1966 - Jianbing Zheng, Ming Gao, Ee-Peng Lim, David Lo, Cheqing Jin, Aoying Zhou:
On measuring network robustness for weighted networks. 1967-1996 - Hafiz Syed Muhammad Muslim, Saddaf Rubab, Malik Murtaza Khan, Naima Iltaf, Ali Kashif Bashir, Kashif Javed:
S-RAP: relevance-aware QoS prediction in web-services and user contexts. 1997-2022
Volume 64, Number 8, August 2022
- Sumit Kumar Gupta, Dhirendra Pratap Singh, Jaytrilok Choudhary:
A review of clique-based overlapping community detection algorithms. 2023-2058 - Khurshed Ali, Chih-Yu Wang, Yi-Shin Chen:
Leveraging transfer learning in reinforcement learning to tackle competitive influence maximization. 2059-2090 - Aravind Sankar, Junting Wang, Adit Krishnan, Hari Sundaram:
Self-supervised role learning for graph neural networks. 2091-2121 - Wenjun Yang, Chaoqun Li, Liangxiao Jiang:
Learning from crowds with decision trees. 2123-2140 - Jaemin Yoo, Junghun Kim, Hoyoung Yoon, Geonsoo Kim, Changwon Jang, U Kang:
Graph-based PU learning for binary and multiclass classification without class prior. 2141-2169 - Marcin Michalak:
Theoretical backgrounds of Boolean reasoning-based binary n-clustering. 2171-2188 - Haitian Yang, Xuan Zhao, Yan Wang, Degang Sun, Wei Chen, Weiqing Huang:
BertHANK: hierarchical attention networks with enhanced knowledge and pre-trained model for answer selection. 2189-2213 - Mateus Curcino de Lima, Yan Stivaletti e Souza, Elaine R. Faria, Maria Camila Nardini Barioni:
A comprehensive analysis of the diverse aspects inherent to image data stream classification. 2215-2238 - Zhuang Liu, Yunpu Ma, Marcel Hildebrandt, Yuanxin Ouyang, Zhang Xiong:
CDARL: a contrastive discriminator-augmented reinforcement learning framework for sequential recommendations. 2239-2265 - Dongjin Yu, Jianjiang Chen, Dongjing Wang, Yueshen Xu, Zhengzhe Xiang, Shuiguang Deng:
DSIM: dynamic and static interest mining for sequential recommendation. 2267-2288
Volume 64, Number 9, September 2022
- Nagsen Komwad, Paras Tiwari, Banoth Praveen, C. Ravindranath Chowdary:
A survey on review summarization and sentiment classification. 2289-2327 - Andrea Tonon, Fabio Vandin:
gRosSo: mining statistically robust patterns from a sequence of datasets. 2329-2359 - Ximing Li, Changchun Li, Jinjin Chi, Jihong Ouyang:
Approximate posterior inference for Bayesian models: black-box expectation propagation. 2361-2387 - Manish Aggarwal:
Fuzzy entropy functions based on perceived uncertainty. 2389-2409 - Jhansi Rani Challapalli, Nagaraju Devarakonda:
A novel approach for optimization of convolution neural network with hybrid particle swarm and grey wolf algorithm for classification of Indian classical dances. 2411-2434 - Zhe Zhang, Hui Xiong, Tong Xu, Chuan Qin, Le Zhang, Enhong Chen:
Complex Attributed Network Embedding for medical complication prediction. 2435-2456 - Ehsan Elahi, Zahid Halim:
Graph attention-based collaborative filtering for user-specific recommender system using knowledge graph and deep neural networks. 2457-2480 - Louise Parkin, Brice Chardin, Stéphane Jean, Allel Hadjali, Mickaël Baron:
A cooperative treatment of the plethoric answers problem in RDF. 2481-2514 - Stefano Giovanni Rizzo, Yixian Chen, Linsey Pang, Ji Lucas, Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz, Sanjay Chawla:
Uncertainty-bounded reinforcement learning for revenue optimization in air cargo: a prescriptive learning approach. 2515-2541 - Yixuan Wu, Youpeng Hu, Xin Xiong, Xunkai Li, Ronghui Guo, Shuiguang Deng:
Graph relation embedding network for click-through rate prediction. 2543-2564
Volume 64, Number 10, October 2022
- Avantika Singh, Shaifu Gupta:
Learning to hash: a comprehensive survey of deep learning-based hashing methods. 2565-2597 - Noy Cohen-Shapira, Lior Rokach:
Learning dataset representation for automatic machine learning algorithm selection. 2599-2635 - Jing Wen, Xi-Ran Zhu, Chang-Dong Wang, Zhihong Tian:
A framework for personalized recommendation with conditional generative adversarial networks. 2637-2660 - Soumen Kumar Pati, Manan Kumar Gupta, Rinita Shai, Ayan Banerjee, Arijit Ghosh:
Missing value estimation of microarray data using Sim-GAN. 2661-2687 - Piotr Nawrocki, Wiktor Sus:
Anomaly detection in the context of long-term cloud resource usage planning. 2689-2711 - Zhifeng Zhou, Rong Chen, Jian Gao, Hu Xing:
A multi-objective optimization approach to package delivery by the crowd of occupied taxis. 2713-2736 - Vasileios Iosifidis, Arjun Roy, Eirini Ntoutsi:
Parity-based cumulative fairness-aware boosting. 2737-2770 - Yinghan Shen, Xuhui Jiang, Zijian Li, Yuanzhuo Wang, Xiaolong Jin, Shengjie Ma, Xueqi Cheng:
NEAWalk: Inferring missing social interactions via topological-temporal embeddings of social groups. 2771-2795 - Zoltan Geler, Vladimir Kurbalija, Mirjana Ivanovic, Milos Radovanovic:
Elastic distances for time-series classification: Itakura versus Sakoe-Chiba constraints. 2797-2832 - Osman Ali Sadek Ibrahim, Eman M. G. Younis:
Hybrid online-offline learning to rank using simulated annealing strategy based on dependent click model. 2833-2847
Volume 64, Number 11, November 2022
- Jorão Gomes Jr., Rômulo Chrispim de Mello, Victor Ströele, Jairo Francisco de Souza:
A study of approaches to answering complex questions over knowledge bases. 2849-2881 - Jihoon Ko, Yunbum Kook, Kijung Shin:
Growth patterns and models of real-world hypergraphs. 2883-2920 - Gaël Poux-Médard, Julien Velcin, Sabine Loudcher:
Powered Dirichlet-Hawkes process: challenging textual clustering using a flexible temporal prior. 2921-2944 - Meng Han, Zhihui Gao, Ang Li, Shujuan Liu, Dongliang Mu:
An overview of high utility itemsets mining methods based on intelligent optimization algorithms. 2945-2984 - Georgios M. Santipantakis, Konstantinos I. Kotis, Apostolos Glenis, George A. Vouros, Christos Doulkeridis, Akrivi Vlachou:
RDF-Gen: generating RDF triples from big data sources. 2985-3015 - Maidi Liu, Zhiwei Yang, Yong Guo, Jiang Jiang, Kewei Yang:
MICAR: nonlinear association rule mining based on maximal information coefficient. 3017-3042 - Jiacheng Luo, Wenyi Xu, Xiaofeng Gao, Guihai Chen:
Which is better? A modularized evaluation for topic popularity prediction. 3043-3080 - Rama Ranjan Panda, Naresh Kumar Nagwani:
Topic modeling and intuitionistic fuzzy set-based approach for efficient software bug triaging. 3081-3111 - Minho Ryu, Geonseok Lee, Kichun Lee:
Knowledge distillation for BERT unsupervised domain adaptation. 3113-3128 - Nurulaqilla Khamis, Hazlina Selamat, Fatimah Sham Ismail:
Improved optimization parameters prediction using the modified mega trend diffusion function for a small dataset problem. 3129-3149
Volume 64, Number 12, December 2022
- Munazza Zaib, Wei Emma Zhang, Quan Z. Sheng, Adnan Mahmood, Yang Zhang:
Conversational question answering: a survey. 3151-3195 - Xuhong Li, Haoyi Xiong, Xingjian Li, Xuanyu Wu, Xiao Zhang, Ji Liu, Jiang Bian, Dejing Dou:
Interpretable deep learning: interpretation, interpretability, trustworthiness, and beyond. 3197-3234 - Xiangping Kang, Guoxian Yu, Carlotta Domeniconi, Jun Wang, Wei Guo, Yazhou Ren, Xiayan Zhang, Lizhen Cui:
Self-paced annotations of crowd workers. 3235-3263 - David Bernhauer, Martin Necaský, Petr Skoda, Jakub Klímek, Tomás Skopal:
Open dataset discovery using context-enhanced similarity search. 3265-3291 - Hoda Memarzadeh, Nasser Ghadiri, Matthias Samwald, Maryam Lotfi Shahreza:
A study into patient similarity through representation learning from medical records. 3293-3324 - Lingli Li, Jingwen Cai, Jie Xu:
A learned index for approximate kNN queries in high-dimensional spaces. 3325-3342 - Yonghao Li, Juncheng Hu, Wanfu Gao:
Robust multi-label feature selection with shared label enhancement. 3343-3372 - Hankyu Jang, Shreyas Pai, Bijaya Adhikari, Sriram V. Pemmaraju:
Risk-aware temporal cascade reconstruction to detect asymptomatic cases. 3373-3399 - Jing Sun, Haixian Wang, Jiuchuan Jiang:
Euler common spatial pattern modulated with cross-frequency coupling. 3401-3418 - Erum Mehmood, Tayyaba Anees:
Distributed real-time ETL architecture for unstructured big data. 3419-3445 - Safaa Alwajidi, Li Yang:
Multiresolution hierarchical support vector machine for classification of large datasets. 3447-3462 - Anne M. Denton, Jordan Goetze, Nicholas S. Dusek:
Iterative sliding window aggregation for generating length-scale-specific fractal features. 3463-3489
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