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Knowledge 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
Collaborative filtering recommender systems taxonomy. 35-74 - Roozbeh Razavi-Far, Mehrdad Saif, Vasile Palade
An integrated framework for diagnosing process faults with incomplete features. 75-93 - Michael Stewart
E2EET: from pipeline to end-to-end entity typing via transformer-based embeddings. 95-113 - Sami Sieranoja
Adapting k-means for graph clustering. 115-142 - Jidong Yuan
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
Scalable force-directed graph representation learning and visualization. 207-233 - Yizhu Jiao
Scalable self-supervised graph representation learning via enhancing and contrasting subgraphs. 235-260 - Mohamed Abd Elaziz, Ahmed A. Ewees
Modified marine predators algorithm for feature selection: case study metabolomics. 261-287
Volume 64, Number 2, February 2022
- Swati Goswami
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
Visionary: a framework for analysis and visualization of provenance data. 381-413 - Leonardo Henrique Moreira
An efficient lightweight coordination model to multi-agent planning. 415-439 - Patricia Jiménez
A hybrid quantum approach to leveraging data from HTML tables. 441-474 - Nicholas Hoernle
The phantom steering effect in Q&A websites. 475-506 - Lutz Oettershagen
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
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
Ensemble of classifier chains and decision templates for multi-label classification. 643-663 - Pradeep Kumar Singh
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
A hidden challenge of link prediction: which pairs to check? 743-771 - Fatma M. Talaat
Effective scheduling algorithm for load balancing in fog environment using CNN and MPSO. 773-797 - Xiaoqin Xie
Attributed community search considering community focusing and latent relationship. 799-829 - Kanishka Ghosh Dastidar
NAG: neural feature aggregation framework for credit card fraud detection. 831-858 - Daniel Gutierrez-Rojas
Performance evaluation of machine learning for fault selection in power transmission lines. 859-883
Volume 64, Number 4, April 2022
- Ji Liu
From distributed machine learning to federated learning: a survey. 885-917 - Anar Amgalan
Fast spatial autocorrelation. 919-941 - Rodrigo Borges
Feature-blind fairness in collaborative filtering recommender systems. 943-962 - Sajal Halder
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
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
Preventing active re-identification attacks on social graphs via sybil subgraph obfuscation. 1077-1100 - Hongxu Ou, Long Yu
Chinese adversarial examples generation approach with multi-strategy based on semantic. 1101-1119 - Shouvik Chakraborty
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
Truth validation with evidence. 1187-1209 - Alejandro López-Cifuentes
Semantic-driven multi-camera pedestrian detection. 1211-1237 - Jens Dörpinghaus
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
Multimedia ontology population through semantic analysis and hierarchical deep features extraction techniques. 1283-1303 - You Li, Chaoqiang Wang, Yuming Lin
Span-based relational graph transformer network for aspect-opinion pair extraction. 1305-1322 - Jae-woong Lee, Minjin Choi
Knowledge distillation meets recommendation: collaborative distillation for top-N recommendation. 1323-1348 - Rabia Maqsood
Modeling and predicting students' engagement behaviors using mixture Markov models. 1349-1384 - Williams Rizzi
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
Data pricing in machine learning pipelines. 1417-1455 - Cagatay Catal
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
Relational metric learning with high-order neighborhood interactions for social recommendation. 1525-1547 - Ari Urkullu
Are the statistical tests the best way to deal with the biomarker selection problem? 1549-1570 - Minji Yoon
Autonomous graph mining algorithm search with best performance trade-off. 1571-1602 - Lu Han
An evidence-based credit evaluation ensemble framework for online retail SMEs. 1603-1623 - Omar Mustafa Al-Janabi
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
Diagnostic captioning: a survey. 1691-1722 - Huijie Liu, Han Wu, Le Zhang, Runlong Yu
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
Bridging the gap between expressivity and efficiency in stream reasoning: a structural caching approach for IoT streams. 1781-1815 - Raabia Mumtaz
CustRE: a rule based system for family relations extraction from english text. 1817-1844 - Yusi Qi, Xiaoqing Zheng
Aspect-based sentiment analysis with enhanced aspect-sensitive word embeddings. 1845-1861 - Francesco Ventura
Trusting deep learning natural-language models via local and global explanations. 1863-1907 - Lingling Zhang
Random walk on node cliques for high-quality samples to estimate large graphs with high accuracies and low costs. 1909-1935 - Himashi Rathnayake
Adapter-based fine-tuning of pre-trained multilingual language models for code-mixed and code-switched text classification. 1937-1966 - Jianbing Zheng, Ming Gao
On measuring network robustness for weighted networks. 1967-1996 - Hafiz Syed Muhammad Muslim, Saddaf Rubab
S-RAP: relevance-aware QoS prediction in web-services and user contexts. 1997-2022
Volume 64, Number 8, August 2022
- Sumit Kumar Gupta
A review of clique-based overlapping community detection algorithms. 2023-2058 - Khurshed Ali
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
Learning from crowds with decision trees. 2123-2140 - Jaemin Yoo
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
CDARL: a contrastive discriminator-augmented reinforcement learning framework for sequential recommendations. 2239-2265 - Dongjin Yu, Jianjiang Chen, Dongjing Wang
DSIM: dynamic and static interest mining for sequential recommendation. 2267-2288
Volume 64, Number 9, September 2022
- Nagsen Komwad
A survey on review summarization and sentiment classification. 2289-2327 - Andrea Tonon
gRosSo: mining statistically robust patterns from a sequence of datasets. 2329-2359 - Ximing Li
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
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
Complex Attributed Network Embedding for medical complication prediction. 2435-2456 - Ehsan Elahi
Graph attention-based collaborative filtering for user-specific recommender system using knowledge graph and deep neural networks. 2457-2480 - Louise Parkin
A cooperative treatment of the plethoric answers problem in RDF. 2481-2514 - Stefano Giovanni Rizzo
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
Learning dataset representation for automatic machine learning algorithm selection. 2599-2635 - Jing Wen, Xi-Ran Zhu, Chang-Dong Wang
A framework for personalized recommendation with conditional generative adversarial networks. 2637-2660 - Soumen Kumar Pati, Manan Kumar Gupta, Rinita Shai, Ayan Banerjee
Missing value estimation of microarray data using Sim-GAN. 2661-2687 - Piotr Nawrocki
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
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
Elastic distances for time-series classification: Itakura versus Sakoe-Chiba constraints. 2797-2832 - Osman Ali Sadek Ibrahim
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.
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
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
RDF-Gen: generating RDF triples from big data sources. 2985-3015 - Maidi Liu
MICAR: nonlinear association rule mining based on maximal information coefficient. 3017-3042 - Jiacheng Luo, Wenyi Xu, Xiaofeng Gao
Which is better? A modularized evaluation for topic popularity prediction. 3043-3080 - Rama Ranjan Panda
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
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
Conversational question answering: a survey. 3151-3195 - Xuhong Li, Haoyi Xiong
Interpretable deep learning: interpretation, interpretability, trustworthiness, and beyond. 3197-3234 - Xiangping Kang, Guoxian Yu, Carlotta Domeniconi, Jun Wang, Wei Guo, Yazhou Ren
Self-paced annotations of crowd workers. 3235-3263 - David Bernhauer
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
A learned index for approximate kNN queries in high-dimensional spaces. 3325-3342 - Yonghao Li
Robust multi-label feature selection with shared label enhancement. 3343-3372 - Hankyu Jang
Risk-aware temporal cascade reconstruction to detect asymptomatic cases. 3373-3399 - Jing Sun, Haixian Wang
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
Multiresolution hierarchical support vector machine for classification of large datasets. 3447-3462 - Anne M. Denton
Iterative sliding window aggregation for generating length-scale-specific fractal features. 3463-3489
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