KAIS - 2021 - volume 63 论文列表 |
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Volume 63, Number 12, December 2021
Conggai Li Fan Zhang Ying Zhang Lu Qin Wenjie Zhang Xuemin Lin
Pruning strategies for the efficient traversal of the search space in PILP environments.
Joana Côrte-Real Inês Dutra Ricardo Rocha
Collaboratively weighted naive Bayes.Huan Zhang Liangxiao Jiang Chaoqun Li
PGT: news recommendation coalescing personal and global temporal preferences.Bonhun Koo Hyunsik Jeon U Kang
Neural networks for model-free and scale-free automated planning.Michaela Urbanovská Antonín Komenda
ProAID: path-based reasoning for self-attentional disease prediction.Xudong Lu Lizhen Cui Zhenchao Sun Yuening Zhu
Causal inference for time series analysis: problems, methods and evaluation.Raha Moraffah Paras Sheth Mansooreh Karami Anchit Bhattacharya Qianru Wang Anique Tahir Adrienne Raglin Huan Liu
Volume 63, Number 11, November 2021
Georgios Stratogiannis Panagiotis Kouris Georgios Alexandridis Georgios Siolas Giorgos Stamou Andreas Stafylopatis
3-3FS: ensemble method for semi-supervised multi-label feature selection.Abdelouahid Alalga Khalid Benabdeslem Dou El Kefel Mansouri
Generalized maximal utility for mining high average-utility itemsets. An experimental analysis on evolutionary ontology meta-matching.Nicolas Ferranti Jairo Francisco de Souza Stênio Sã Rosário Furtado Soares
Data-driven valued dominance relation in incomplete ordered decision system. Adaptive weighted least squares regression for subspace clustering.Noura Bouhlel Ghada Feki Chokri Ben Amar
Transfer alignment network for blind unsupervised domain adaptation. Word and graph attention networks for semi-supervised classification. DyFT: a dynamic similarity search method on integer sketches.Volume 63, Number 10, October 2021
Yu Luan Yuhang Shi Wanyin Wu Zhiyao Liu Hai Chang Jun Cheng
Extensible ontology-based views for business process models.Michael Adams Andreas V. Hense Arthur H. M. ter Hofstede
Simple Question Answering over Knowledge Graph Enhanced by Question Pattern Classification.Hai Cui Tao Peng Lizhou Feng Tie Bao Lu Liu
Improvements on approximation algorithms for clustering probabilistic data. A turning point prediction method of stock price based on RVFL-GMDH and chaotic time series analysis.Junde Chen Shuangyuan Yang Defu Zhang Yaser Ahangari Nanehkaran
Pseudo support vector domain description to train large-size and continuously growing datasets. DORIC: discovering topological relations based on spatial link composition.Xiongnan Jin Sungkwang Eom Sangjin Shin Kyong-Ho Lee Chaoqun Hong
Bypassing combinatorial explosions in equivalence structure extraction. Model complexity of deep learning: a survey.Volume 63, Number 9, September 2021
Muhammad Raza Farookh Khadeer Hussain Omar Khadeer Hussain Zia ur Rehman Ming Zhao
Sharp characterization of optimal minibatch size for stochastic finite sum convex optimization.Atsushi Nitanda Tomoya Murata Taiji Suzuki
Deep reinforcement learning-based resource allocation and seamless handover in multi-access edge computing based on SDN.Chunlin Li Yong Zhang Youlong Luo
Privacy protection of user profiles in online search via semantic randomization.Mercedes Rodriguez-Garcia Montserrat Batet David Sánchez Alexandre Viejo
Toward data-driven solutions to interactive dynamic influence diagrams.Yinghui Pan Jing Tang Biyang Ma Yifeng Zeng Zhong Ming
OpenWGL: open-world graph learning for unseen class node classification.Man Wu Shirui Pan Xingquan Zhu
Tweet-scan-post: a system for analysis of sensitive private data disclosure in online social media.R. Geetha S. Karthika Ponnurangam Kumaraguru
A generative model for time evolving networks.Muhammad Irfan Yousuf Suhyun Kim
On entropy-based term weighting schemes for text categorization.Tao Wang Yi Cai Ho-fung Leung Raymond Y. K. Lau Haoran Xie Qing Li
On augmenting database schemas by latent visual attributes.Tomás Grosup Ladislav Peska Tomás Skopal
Data stream classification with novel class detection: a review, comparison and challenges.Salah Ud Din Junming Shao Jay Kumar Cobbinah Bernard Mawuli S. M. Hasan Mahmud Wei Zhang Qinli Yang
Volume 63, Number 8, August 2021
Alejandro Maté Jesús Peral Juan Trujillo Carlos Blanco Diego García-Saiz Eduardo Fernández-Medina
Generalising combinatorial discriminant analysis through conditioning truncated Rayleigh flow.Sijia Yang Haoyi Xiong Di Hu Kaibo Xu Licheng Wang Peizhen Zhu Zeyi Sun
Cross- and multiple-domains visual transfer learning via iterative Fischer linear discriminant analysis.Mehri Mardani Jafar Tahmoresnezhad
Improved incremental local outlier detection for data streams based on the landmark window model.Aihua Li Weijia Xu Zhidong Liu Yong Shi
A generic MOT boosting framework by combining cues from SOT, tracklet and re-identification.Tianyi Liang Long Lan Xiang Zhang Zhigang Luo
Recipe analysis for knowledge discovery of gastronomic dishes.Edwaldo Soares Rodrigues Débora Maria Barroso Paiva Álvaro Rodrigues Pereira Júnior
Collaboration prediction in heterogeneous academic network with dynamic structure and topic. Short isometric shapelet transform for binary time series classification. Location selection by multi-criteria decision-making methods based on objective and subjective weightings.Volume 63, Number 7, July 2021
José Daniel Pascual-Triana David Charte Marta Andrés Arroyo Alberto Fernández Francisco Herrera
Application of genetic algorithm-based intuitionistic fuzzy weighted c-ordered-means algorithm to cluster analysis.R. J. Kuo C. K. Chang Nguyen Thi Phuong Quyen T. Warren Liao
An integrated approach using IF-TOPSIS, fuzzy DEMATEL, and enhanced CSA optimized ANFIS for software risk prediction. GrAFCI+ A fast generator-based algorithm for mining frequent closed itemsets.Makhlouf Ledmi Samir Zidat Aboubekeur Hamdi-Cherif
Anonymous location sharing in urban area mobility. Feature extraction for chart pattern classification in financial time series.Yuechu Zheng Yain-Whar Si Raymond Kwok-Kay Wong
A study on using data clustering for feature extraction to improve the quality of classification. A meta-algorithm for finding large k-plexes.Alessio Conte Donatella Firmani Maurizio Patrignani Riccardo Torlone
A streaming edge sampling method for network visualization.Jean R. Ponciano Claudio D. G. Linhares Luis E. C. Rocha Elaine R. Faria Bruno A. N. Travençolo
Attentive multi-task learning for group itinerary recommendation.Lei Chen Jie Cao Huanhuan Chen Weichao Liang Haicheng Tao Guixiang Zhu
A novel cluster-based approach for keyphrase extraction from MOOC video lectures.Abdulaziz Albahr Dunren Che Marwan Ali Albahar
A Nested Two-Stage Clustering Method for Structured Temporal Sequence Data.Liang Wang Vignesh Narayanan Yao-Chi Yu Yikyung Park Jr-Shin Li
Learning from evolving data streams through ensembles of random patches.Heitor Murilo Gomes Jesse Read Albert Bifet Robert J. Durrant
Volume 63, Number 6, June 2021
Mario Barbareschi Salvatore Barone Nicola Mazzocca
Metro passengers counting and density estimation via dilated-transposed fully convolutional neural network.Gaoyi Zhu Xin Zeng Xiangjie Jin Jun Zhang
A word embedding-based approach to cross-lingual topic modeling.Chia-Hsuan Chang San-Yih Hwang
Efficient unsupervised drift detector for fast and high-dimensional data streams.Vinícius M. A. de Souza Antonio Rafael Sabino Parmezan Farhan Asif Chowdhury Abdullah Mueen
Progressive approaches to flexible group skyline queries.ZhiBang Yang Xu Zhou Kenli Li Yunjun Gao Keqin Li
The impact of data difficulty factors on classification of imbalanced and concept drifting data streams.Dariusz Brzezinski Leandro L. Minku Tomasz Pewinski Jerzy Stefanowski Artur Szumaczuk
Discovering cluster evolution patterns with the Cluster Association-aware matrix factorization.Wathsala Anupama Mohotti Richi Nayak
Efficient discovery of co-location patterns from massive spatial datasets with or without rare features.Peizhong Yang Lizhen Wang Xiaoxuan Wang Lihua Zhou
Incremental communication patterns in online social groups.Andrea Michienzi Barbara Guidi Laura Ricci Andrea De Salve
Deep graph transformation for attributed, directed, and signed networks.Xiaojie Guo Liang Zhao Houman Homayoun Sai Manoj Pudukotai Dinakarrao
Comparing ontologies and databases: a critical review of lifecycle engineering models in manufacturing.Borja Ramis Ferrer Wael M. Mohammed Mussawar Ahmad Sergii Iarovyi Jiayi Zhang Robert Harrison José Luis Martínez Lastra
Volume 63, Number 5, May 2021
Majid Seyfi Richi Nayak Yue Xu Shlomo Geva
Unifying community detection and network embedding in attributed networks.Yu Ding Hao Wei Guyu Hu Zhisong Pan Shuaihui Wang
Expert-driven trace clustering with instance-level constraints.Pieter De Koninck Klaas Nelissen Seppe vanden Broucke Bart Baesens Monique Snoeck Jochen De Weerdt
Learning diffusion model-free and efficient influence function for influence maximization from information cascades.Qi Cao Huawei Shen Jinhua Gao Xueqi Cheng
Kernel-based regression via a novel robust loss function and iteratively reweighted least squares. PPNW: personalized pairwise novelty loss weighting for novel recommendation. A scalable framework for large time series prediction.Youssef Hmamouche Lotfi Lakhal Alain Casali
Cost-sensitive selection of variables by ensemble of model sequences. PE-MSC: partial entailment-based minimum set cover for text summarization.Volume 63, Number 4, April 2021
Xintong Guo Hong Gao Zhaonian Zou
Selectivity estimation with density-model-based multidimensional histogram. Tracking triadic cardinality distributions for burst detection in high-speed graph streams.Junzhou Zhao Pinghui Wang Zhouguo Chen Jianwei Ding John C. S. Lui Don Towsley Xiaohong Guan
AQUA+: Query Optimization for Hybrid Database-MapReduce System.Zhifei Pang Sai Wu Haichao Huang Zhouzhenyan Hong Yuqing Xie
Towards metrics-driven ontology engineering.Alba Fernández-Izquierdo María Poveda-Villalón Asunción Gómez-Pérez Raúl García-Castro
Transfer learning for fine-grained entity typing. Natural language question answering over knowledge graph: the marriage of SPARQL query and keyword search.Xin Hu Jiangli Duan Depeng Dang
RELINE: point-of-interest recommendations using multiple network embeddings.Giannis Christoforidis Pavlos Kefalas Apostolos N. Papadopoulos Yannis Manolopoulos
Volume 63, Number 3, March 2021
Jiping Zheng Xingnan Huang Yuan Ma
Deep dynamic neural networks for temporal language modeling in author communities.Edouard Delasalles Sylvain Lamprier Ludovic Denoyer
Saliency-based YOLO for single target detection.Junying Hu C.-J. Richard Shi Jiang-She Zhang
Auto-labelling entities in low-resource text: a geological case study.Majigsuren Enkhsaikhan Wei Liu Eun-Jung Holden Paul Duuring
Improving spectral clustering with deep embedding, cluster estimation and metric learning.Liang Duan Shuai Ma Charu Aggarwal Saket Sathe
L-ideals and rough sets based on L-ideals.Ali Akbar Estaji Toktam Haghdadi Javad Farokhi Ostad
A hybrid neural network approach to combine textual information and rating information for item recommendation. Warped softmax regression for time series classification. Closed form word embedding alignment.Volume 63, Number 2, February 2021
Lijuan Sun Songhe Feng Gengyu Lyu Hua Zhang Guojun Dai
A graph grammar and K4-type tournament-based approach to detect conflicts of interest in a social network.Saadia Albane Hachem Slimani Hamamache Kheddouci
A repairing missing activities approach with succession relation for event logs.Jie Liu Jiuyun Xu Ruru Zhang Stephan Reiff-Marganiec
Anytime mining of sequential discriminative patterns in labeled sequences.Romain Mathonat Diana Nurbakova Jean-François Boulicaut Mehdi Kaytoue
CANE: community-aware network embedding via adversarial training.Jia Wang Jiannong Cao Wei Li Senzhang Wang
Statistical model for reproducibility in ranking-based feature selection.Ari Urkullu Aritz Pérez Borja Calvo
BestNeighbor: efficient evaluation of kNN queries on large time series databases.Oleksandra Levchenko Boyan Kolev Djamel Edine Yagoubi Reza Akbarinia Florent Masseglia Themis Palpanas Dennis E. Shasha Patrick Valduriez
A relative position attention network for aspect-based sentiment analysis.Chao Wu Qingyu Xiong Min Gao Qiude Li Yang Yu Kaige Wang
Learning credible DNNs via incorporating prior knowledge and model local explanation. A differentially private algorithm for range queries on trajectories.Volume 63, Number 1, January 2021
José Luis Morillo-Salas Verónica Bolón-Canedo Amparo Alonso-Betanzos
Specifying and computing causes for query answers in databases via database repairs and repair-programs. Hashtag recommendation for short social media texts using word-embeddings and external knowledge.Nagendra Kumar Eshwanth Baskaran Anand Konjengbam Manish Singh
Multiscale Laplacian graph kernel combined with lexico-syntactic patterns for biomedical event extraction from literature.Sabenabanu Abdulkadhar Balu Bhasuran Jeyakumar Natarajan
Adversarially regularized medication recommendation model with multi-hop memory network.Yanda Wang Weitong Chen Dechang Pi Lin Yue
Incremental one-class collaborative filtering with co-evolving side networks.Chen Chen Yinglong Xia Hui Zang Jundong Li Huan Liu Hanghang Tong
Transferring trading strategy knowledge to deep learning models.Avraam Tsantekidis Anastasios Tefas
A POI recommendation approach integrating social spatio-temporal information into probabilistic matrix factorization.Mehri Davtalab Ali Asghar Alesheikh
Learning cell embeddings for understanding table layouts. Geometric consistency of triangular fuzzy multiplicative preference relation and its application to group decision making. e-Recruitment recommender systems: a systematic review.