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Knowledge and Information Systems, Volume 65
Volume 65, Number 1, January 2023
- Sander J. J. Leemans, Sebastiaan J. van Zelst, Xixi Lu:
Partial-order-based process mining: a survey and outlook. 1-29 - Vitor Werner de Vargas
, Jorge Arthur Schneider Aranda
, Ricardo dos Santos Costa
, Paulo Ricardo da Silva Pereira
, Jorge Luis Victória Barbosa
:
Imbalanced data preprocessing techniques for machine learning: a systematic mapping study. 31-57 - Zhong Chen
, Victor S. Sheng
, Andrea Edwards, Kun Zhang
:
An effective cost-sensitive sparse online learning framework for imbalanced streaming data classification and its application to online anomaly detection. 59-87 - Guangsheng Ding, Liming Yang:
Asymmetric kernel-based robust classification by ADMM. 89-110 - Aman Roy, Shravika Mittal
, Tanmoy Chakraborty
:
MG2Vec+: A multi-headed graph attention network for multigraph embedding. 111-132 - Anirban Bhowmik
, Sunil Karforma:
Isomorphic encryption and coupled ANN with Mealy machine: a cutting edge data security model for cloud computing environment. 133-162 - Xintao Ma, Liyan Dong, Yuequn Wang, Yongli Li, Hao Zhang
:
AKUPP: attention-enhanced joint propagation of knowledge and user preference for recommendation systems. 163-182 - Jieyu Ren
, Mingxin Gan:
Mining dynamic preferences from geographical and interactive correlations for next POI recommendation. 183-206 - Meng Han, Haodong Cheng, Ni Zhang, Xiaojuan Li, Le Wang:
An efficient algorithm for mining closed high utility itemsets over data streams with one dataset scan. 207-240 - Iker Beñaran-Muñoz
, Jerónimo Hernández-González
, Aritz Pérez:
On the use of the descriptive variable for enhancing the aggregation of crowdsourced labels. 241-260 - Ming He, Jiwen Wang, Tianyu Ding, Tong Shen:
Conversation and recommendation: knowledge-enhanced personalized dialog system. 261-279 - Indadul Khan
, Krishnendu Basuli, Manas Kumar Maiti
:
Multi-objective covering salesman problem: a decomposition approach using grey wolf optimization. 281-339 - Kalidasan Kannadasan
, Sridevi Veerasingam
, B. Shameedha Begum, Natarajan Ramasubramanian:
An EEG-based subject-independent emotion recognition model using a differential-evolution-based feature selection algorithm. 341-377 - Yunong Zhang, Xiao Wei
, Chunzhong Li:
Manifold clustering optimized by adaptive aggregation strategy. 379-408 - G. Saranya, E. Sasikala:
An efficient computational offloading framework using HAA optimization-based deep reinforcement learning in edge-based cloud computing architecture. 409-433 - Mohamed Kas
, Youssef El Merabet, Yassine Ruichek
, Rochdi Messoussi:
Dual neighborhood thresholding patterns based on directional sampling. 435-462
Volume 65, Number 2, February 2023
- Mohamed Yassine Landolsi
, Lobna Hlaoua, Lotfi Ben Romdhane:
Information extraction from electronic medical documents: state of the art and future research directions. 463-516 - Ting Lin, Aixin Sun
, Yequan Wang:
EDU-Capsule: aspect-based sentiment analysis at clause level. 517-541 - Tao Zhang, Tianqing Zhu
, Mengde Han, Fengwen Chen, Jing Li
, Wanlei Zhou, Philip S. Yu:
Fairness in graph-based semi-supervised learning. 543-570 - Aloka Fernando, Surangika Ranathunga, Dilan Sachintha, Lakmali Piyarathna, Charith Rajitha:
Exploiting bilingual lexicons to improve multilingual embedding-based document and sentence alignment for low-resource languages. 571-612 - Zhizhi Yu
, Di Jin, Ziyang Liu, Dongxiao He, Xiao Wang, Hanghang Tong, Jiawei Han:
Embedding text-rich graph neural networks with sequence and topical semantic structures. 613-640 - Xinhua Suo, Bing Guo, Yan Shen, Shengxin Dai, Wei Wang, Yaosen Chen, Zhen Zhang:
KRL_Match: knowledge graph objects matching for knowledge representation learning. 641-681 - Francesco Alesiani
, Shujian Yu
, Xi Yu
:
Gated information bottleneck for generalization in sequential environments. 683-705 - Mouna Labiadh
, Christian Obrecht, Catarina Ferreira da Silva
, Parisa Ghodous, Khalid Benabdeslem:
Query-adaptive training data recommendation for cross-building predictive modeling. 707-732 - Yan Chen, Ganglin Wei
, Jiaxin Liu, Yunwei Chen, Qinghua Zheng, Feng Tian, Haiping Zhu, Qianying Wang, Yaqiang Wu:
A prediction model of student performance based on self-attention mechanism. 733-758 - Kai Ming Ting, Takashi Washio, Jonathan R. Wells, Hang Zhang, Ye Zhu
:
Isolation Kernel Estimators. 759-787 - Vasileios Iosifidis
, Symeon Papadopoulos, Bodo Rosenhahn, Eirini Ntoutsi:
AdaCC: cumulative cost-sensitive boosting for imbalanced classification. 789-826 - Chong Zhang, Jiagao Lyu, Ke Xu:
A storytree-based model for inter-document causal relation extraction from news articles. 827-853 - Murat Kirisçi
:
New cosine similarity and distance measures for Fermatean fuzzy sets and TOPSIS approach. 855-868 - Fei Ma, Chengliang Wang, Zhuo Zeng
:
SVM-based subspace optimization domain transfer method for unsupervised cross-domain time series classification. 869-897 - Subhashree S, P. Sreenivasa Kumar:
Discovering disjoint object property pairs in knowledge graphs using Probabilistic Soft Logic. 899-919 - Shengdong Li, Chuanwen Luo, Yuqing Zhu
, Weili Wu:
Bold driver and static restart fused adaptive momentum for visual question answering. 921-943
Volume 65, Number 3, March 2023
- Xi Wang, Qianzhen Zhang, Deke Guo, Xiang Zhao:
A survey of continuous subgraph matching for dynamic graphs. 945-989 - Vicenç Torra
:
A systematic construction of non-i.i.d. data sets from a single data set: non-identically distributed data. 991-1003 - Husheng Guo, Hai Li, Ni Sun, Qiaoyan Ren, Aijuan Zhang, Wenjian Wang:
Concept drift detection and accelerated convergence of online learning. 1005-1043 - Lin Cheng, Yuliang Shi
, Lin Li, Han Yu, Xinjun Wang, Zhongmin Yan:
KLECA: knowledge-level-evolution and category-aware personalized knowledge recommendation. 1045-1065 - Sandro Bimonte, Enrico Gallinucci, Patrick Marcel, Stefano Rizzi
:
Logical design of multi-model data warehouses. 1067-1103 - Meng Han, Xilong Zhang
, Zhiqiang Chen, Hongxin Wu, Muhang Li:
Dynamic ensemble selection classification algorithm based on window over imbalanced drift data stream. 1105-1128 - Min Yang, Xiaoliang Chen
, Baiyang Chen
, Peng Lu, Yajun Du:
DNETC: dynamic network embedding preserving both triadic closure evolution and community structures. 1129-1157 - Ahmad Bilal
, Hamid Turab Mirza
, Ibrar Hussain
:
Identifying significant textual features in titles of Google play store applications and their influence on user review rating. 1159-1178 - Akhter Mohiuddin Rather:
A new method of ensemble learning: case of cryptocurrency price prediction. 1179-1197 - Hengmin Zhu, Xinyi Yang
, Jing Wei, Chao Shen:
Evaluation of information diffusion path based on a multi-topic relationship strength network. 1199-1220 - Feng Hou, Ruili Wang, See-Kiong Ng, Michael Witbrock, Fangyi Zhu, Xiaoyun Jia:
Exploiting anonymous entity mentions for named entity linking. 1221-1242 - S. Visnu Dharsini, S. Babu:
Advanced agronomics model with species classification, minimum support price prediction, and profit suggestion using enhanced deep learning strategy. 1243-1285 - Jiahuan Ren, Zhao Zhang, Jicong Fan, Haijun Zhang, Mingliang Xu, Meng Wang:
Robust and fast low-rank deep convolutional feature recovery: toward information retention and accelerated convergence. 1287-1315 - Mahmoud Khonji, Youssef Iraqi, Loubna Mekouar
:
Improved score aggregation for authorship verification. 1317-1336 - Dongjie Wang
, Kunpeng Liu, Yanyong Huang, Leilei Sun, Bowen Du, Yanjie Fu:
Automated urban planning aware spatial hierarchies and human instructions. 1337-1364 - Cristina España-Bonet
, Alberto Barrón-Cedeño
, Lluís Màrquez:
Tailoring and evaluating the Wikipedia for in-domain comparable corpora extraction. 1365-1397
Volume 65, Number 4, April 2023
- Heba Abdel-Nabi
, Arafat Awajan, Mostafa Z. Ali:
Deep learning-based question answering: a survey. 1399-1485 - Thai-Hoang Pham, Changchang Yin, Laxmi Mehta, Xueru Zhang, Ping Zhang
:
A fair and interpretable network for clinical risk prediction: a regularized multi-view multi-task learning approach. 1487-1521 - Anamaya Vyas, Arsh Parnami, Manas Ranjan Prusty
:
Graph theory-based mathematical modeling and analysis to predict a football dream team. 1523-1547 - Geon Lee, Kijung Shin
:
Temporal hypergraph motifs. 1549-1586 - Hasan Pourmahmood Aghababa, Jeff M. Phillips:
An experimental study on classifying spatial trajectories. 1587-1609 - Ziyang Xiao, Dongxiang Zhang:
A deep reinforcement learning agent for geometry online tutoring. 1611-1625 - Andrey Gritsenko
, Kimia Shayestehfard
, Yuan Guo
, Armin Moharrer, Jennifer G. Dy
, Stratis Ioannidis
:
Graph transfer learning. 1627-1656 - Pawel Misiorek
, Szymon Janowski:
Hypergraph-based importance assessment for binary classification data. 1657-1683 - Haizhou Du, Yue Tang, Zebang Cheng:
An efficient joint framework for interacting knowledge graph and item recommendation. 1685-1712 - Levy de Souza Silva, Luciano Barbosa:
Matching news articles and wikipedia tables for news augmentation. 1713-1734 - Pelin Toktas
, Gülin Feryal Can
:
A three-stage holistic risk assessment approach proposal based on KEMIRA-M and DEMATEL integration. 1735-1768 - Hao Wei, Gang Xiong, Qiang Wei, Weiquan Cao, Xin Li:
Structure-aware attributed heterogeneous network embedding. 1769-1785 - Juan Isidro González Hidalgo, Silas G. T. C. Santos, Roberto Souto Maior de Barros:
Paired k-NN learners with dynamically adjusted number of neighbors for classification of drifting data streams. 1787-1816 - Chao Pan
, Eli Chien, Puoya Tabaghi, Jianhao Peng, Olgica Milenkovic:
Provably accurate and scalable linear classifiers in hyperbolic spaces. 1817-1850 - Yunfeng Zhao, Guoxian Yu, Lei Liu, Zhongmin Yan, Carlotta Domeniconi, Xiayan Zhang, Lizhen Cui:
Few-shot partial multi-label learning via prototype rectification. 1851-1880
Volume 65, Number 5, May 2023
- Sangeeta Kurman, Sumitra Kisan:
An in-depth and contrasting survey of meta-heuristic approaches with classical feature selection techniques specific to cervical cancer. 1881-1934 - Kunpeng Liu
, Dongjie Wang, Wan Du, Dapeng Oliver Wu
, Yanjie Fu:
Interactive reinforced feature selection with traverse strategy. 1935-1962 - Ramathilagam Arunagiri, Pitchipoo Pandian
, Valarmathi Krishnasamy, Ramani Ramasamy
, Rajakarunakaran Sivaprakasam:
Selection of browsers for smartphones: a fuzzy hybrid approach and machine learning technique. 1963-1988 - Mohamad Yaser Jaradeh
, Kuldeep Singh, Markus Stocker, Andreas Both, Sören Auer:
Information extraction pipelines for knowledge graphs. 1989-2016 - Xuan Ye, Yulin He, Manjing Zhang, Philippe Fournier-Viger, Joshua Zhexue Huang:
A novel correlation Gaussian process regression-based extreme learning machine. 2017-2042 - Adem Yolcu
, Aysun Benek, Taha Yasin Öztürk:
A new approach to neutrosophic soft rough sets. 2043-2060 - Xiangning Hou, Ruizhe Ma, Li Yan, Zongmin Ma:
DAuCNet: deep autoregressive framework for temporal link prediction combining copy mechanism network. 2061-2085 - Maryam Tavakoli-Zaniani
, Mohammad Reza Gholamian
, S. Alireza Hashemi Golpayegani, Mehdi Ghazanfari:
An integer linear programming model to improve the dependency graph discovery step of heuristics miner methods. 2087-2121 - Chang Wei Tan
, Matthieu Herrmann
, Geoffrey I. Webb
:
Ultra-fast meta-parameter optimization for time series similarity measures with application to nearest neighbour classification. 2123-2157 - Rob Churchill
, Lisa Singh:
Using topic-noise models to generate domain-specific topics across data sources. 2159-2186 - Chunlin Li, Qingzhe Zhang, Youlong Luo:
A jointly non-cooperative game-based offloading and dynamic service migration approach in mobile edge computing. 2187-2223 - Jun-Gi Jang, Chun Quan, Hyun Dong Lee, U Kang
:
Falcon: lightweight and accurate convolution based on depthwise separable convolution. 2225-2249 - Aniello De Santo, Antonino Ferraro, Vincenzo Moscato, Giancarlo Sperlí:
An action-reaction influence model relying on OSN user-generated content. 2251-2280 - Xingcheng Fu
, Jianxin Li
, Jia Wu
, Jiawen Qin, Qingyun Sun
, Cheng Ji, Senzhang Wang, Hao Peng, Philip S. Yu:
Adaptive curvature exploration geometric graph neural network. 2281-2304 - Shuping Wan
, Xianjuan Cheng
, Jiuying Dong:
Group decision-making with interval multiplicative preference relations. 2305-2346
Volume 65, Number 6, June 2023
- Andrea Tonon
, Fabio Vandin
:
caSPiTa: mining statistically significant paths in time series data from an unknown network. 2347-2374 - Kovan Bavi, Xiang Lian
:
Range-constrained probabilistic mutual furthest neighbor queries in uncertain databases. 2375-2402 - Hwangyong Choi
, Jeongwhan Choi
, Jeehyun Hwang, Kookjin Lee, Dongeun Lee, Noseong Park:
Climate modeling with neural advection-diffusion equation. 2403-2427 - Nikolaj Tatti
:
Fast computation of distance-generalized cores using sampling. 2429-2453 - Lingxiao Zhao, Saurabh Sawlani, Leman Akoglu:
Density of states for fast embedding node-attributed graphs. 2455-2483 - Daniele Giovanni Gioia
, Jacopo Fior
, Luca Cagliero
:
Early portfolio pruning: a scalable approach to hybrid portfolio selection. 2485-2508 - Muhang Li, Meng Han, Zhiqiang Chen, Hongxin Wu, Xilong Zhang:
FCHM-stream: fast closed high utility itemsets mining over data streams. 2509-2539 - Jianzhen Chen, Lin Zheng
, Sentao Chen:
User view dynamic graph-driven sequential recommendation. 2541-2569 - Wenbin Zhang
, Jeremy C. Weiss:
Fairness with censorship and group constraints. 2571-2594 - Heba Mamdouh Farghaly
, Mahmoud Y. Shams
, Tarek Abd El-Hafeez
:
Hepatitis C Virus prediction based on machine learning framework: a real-world case study in Egypt. 2595-2617 - Xin Zhou, Qing Lv
, Aifeng Geng:
Matching heterogeneous ontologies based on multi-strategy adaptive co-firefly algorithm. 2619-2644 - Qidong Liu
, Feng Tian, Qinghua Zheng, Qianying Wang:
Disentangling interest and conformity for eliminating popularity bias in session-based recommendation. 2645-2664 - Ahmed Shifaz
, Charlotte Pelletier
, François Petitjean, Geoffrey I. Webb
:
Elastic similarity and distance measures for multivariate time series. 2665-2698 - Yiqun Xie
, Weiye Chen
, Erhu He, Xiaowei Jia, Han Bao, Xun Zhou, Rahul Ghosh, Praveen Ravirathinam:
Harnessing heterogeneity in space with statistically guided meta-learning. 2699-2729 - Neha Punetha
, Goonjan Jain
:
Aspect and orientation-based sentiment analysis of customer feedback using mathematical optimization models. 2731-2760
Volume 65, Number 7, July 2023
- Liliane Soares da Costa
, Italo Lopes Oliveira, Renato Fileto:
Text classification using embeddings: a survey. 2761-2803 - Zihan Yang, Richard O. Sinnott, James Bailey, Qiuhong Ke:
A survey of automated data augmentation algorithms for deep learning-based image classification tasks. 2805-2861 - Arunprasad P. Marathe
:
Towards intelligent database systems using clusters of SQL transactions. 2863-2894 - Sebastian Link
:
Entity integrity management under data volume, variety and veracity. 2895-2934 - Yishuo Zhang, Nayyar Abbas Zaidi, Jiahui Zhou, Gang Li:
Interpretable tabular data generation. 2935-2963 - Lihe Hou
, Weiwei Ni, Sen Zhang, Nan Fu, Dongyue Zhang:
PPDU: dynamic graph publication with local differential privacy. 2965-2989 - Vijdan Khalique
, Hiroyuki Kitagawa
, Toshiyuki Amagasa
:
BPF: a novel cluster boundary points detection method for static and streaming data. 2991-3022 - Huiping Guo, Hongru Li:
A decomposition hybrid structure learning algorithm for Bayesian network using expert knowledge. 3023-3044 - Moditha Hewasinghage
, Sergi Nadal, Alberto Abelló, Esteban Zimányi:
Automated database design for document stores with multicriteria optimization. 3045-3078 - Yi Huang, Victor Rotaru, Ishanu Chattopadhyay
:
Sequence likelihood divergence for fast time series comparison. 3079-3098 - Chen Ling
, Carl Yang, Liang Zhao
:
Motif-guided heterogeneous graph deep generation. 3099-3124 - Mona Moradi, Javad Hamidzadeh:
A domain adaptation method by incorporating belief function in twin quarter-sphere SVM. 3125-3163
Volume 65, Number 8, August 2023
- Jaqueline B. Correia, Mara Abel
, Karin Becker:
Data management in digital twins: a systematic literature review. 3165-3196 - Kurosh Madani, Antonio M. Rinaldi, Cristiano Russo
, Cristian Tommasino:
A combined approach for improving humanoid robots autonomous cognitive capabilities. 3197-3221 - Shengyu Chen, Nasrin Kalanat, Yiqun Xie, Sheng Li, Jacob A. Zwart, Jeffrey M. Sadler, Alison P. Appling, Samantha K. Oliver, Jordan S. Read, Xiaowei Jia
:
Physics-guided machine learning from simulated data with different physical parameters. 3223-3250 - Nikita Astrakhantsev, Deepak Roy Chittajallu, Nabeel Kaushal, Vladislav Mokeev:
Stable and semi-stable sampling approaches for continuously used samples. 3251-3271 - Chen Ye, Hong Xu, Hua Zhang, Yifan Wu, Guojun Dai:
Grier: graph repairing based on iterative embedding and rules. 3273-3294 - Tomas Martin
, Petko Valtchev, Louis-Romain Roux:
Mining frequent generators and closures in data streams with FGC-Stream. 3295-3335 - Haifeng Yang, Linjing Yao, Jianghui Cai, Yupeng Wang, Xujun Zhao:
A new interest extraction method based on multi-head attention mechanism for CTR prediction. 3337-3352 - Aysenur Özden, Ismail Iseri:
COOT optimization algorithm on training artificial neural networks. 3353-3383 - Anthony C. Constantinou, Zhigao Guo, Neville Kenneth Kitson:
The impact of prior knowledge on causal structure learning. 3385-3434 - Yangcheng Gao, Zhao Zhang, Haijun Zhang, Mingbo Zhao, Yi Yang, Meng Wang:
Fast data-free model compression via dictionary-pair reconstruction. 3435-3461 - Balu Bhasuran
, Jeyakumar Natarajan
:
DisGeReExT: a knowledge discovery system for exploration of disease-gene associations through large-scale literature-wide analysis study. 3463-3487