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Knowledge and Information Systems, Volume 63
Volume 63, Number 1, January 2021
- Mauricio Noris Freire
, Leandro Nunes de Castro:
e-Recruitment recommender systems: a systematic review. 1-20 - Feng Wang
Geometric consistency of triangular fuzzy multiplicative preference relation and its application to group decision making. 21-38 - Majid Ghasemi-Gol
Learning cell embeddings for understanding table layouts. 39-64 - Mehri Davtalab
A POI recommendation approach integrating social spatio-temporal information into probabilistic matrix factorization. 65-85 - Avraam Tsantekidis
Transferring trading strategy knowledge to deep learning models. 87-104 - Chen Chen
Incremental one-class collaborative filtering with co-evolving side networks. 105-124 - Yanda Wang, Weitong Chen, Dechang Pi
Adversarially regularized medication recommendation model with multi-hop memory network. 125-142 - Sabenabanu Abdulkadhar
Multiscale Laplacian graph kernel combined with lexico-syntactic patterns for biomedical event extraction from literature. 143-173 - Nagendra Kumar
Hashtag recommendation for short social media texts using word-embeddings and external knowledge. 175-198 - Leopoldo E. Bertossi
Specifying and computing causes for query answers in databases via database repairs and repair-programs. 199-231 - José Luis Morillo-Salas, Verónica Bolón-Canedo
Dealing with heterogeneity in the context of distributed feature selection for classification. 233-276
Volume 63, Number 2, February 2021
- Soheila Ghane
A differentially private algorithm for range queries on trajectories. 277-303 - Mengnan Du
Learning credible DNNs via incorporating prior knowledge and model local explanation. 305-332 - Chao Wu, Qingyu Xiong
A relative position attention network for aspect-based sentiment analysis. 333-347 - Oleksandra Levchenko
BestNeighbor: efficient evaluation of kNN queries on large time series databases. 349-378 - Ari Urkullu
Statistical model for reproducibility in ranking-based feature selection. 379-410 - Jia Wang
CANE: community-aware network embedding via adversarial training. 411-438 - Romain Mathonat
Anytime mining of sequential discriminative patterns in labeled sequences. 439-476 - Jie Liu, Jiuyun Xu
A repairing missing activities approach with succession relation for event logs. 477-495 - Saadia Albane
A graph grammar and K4-type tournament-based approach to detect conflicts of interest in a social network. 497-539 - Lijuan Sun, Songhe Feng
Partial multi-label learning with noisy side information. 541-564
Volume 63, Number 3, March 2021
- Sunipa Dev
Closed form word embedding alignment. 565-588 - Brijnesh J. Jain
Warped softmax regression for time series classification. 589-619 - Donghua Liu, Jing Li, Bo Du, Jun Chang, Rong Gao, Yujia Wu:
A hybrid neural network approach to combine textual information and rating information for item recommendation. 621-646 - Ali Akbar Estaji, Toktam Haghdadi, Javad Farokhi Ostad:
L-ideals and rough sets based on L-ideals. 647-673 - Liang Duan, Shuai Ma, Charu Aggarwal, Saket Sathe:
Improving spectral clustering with deep embedding, cluster estimation and metric learning. 675-694 - Majigsuren Enkhsaikhan
Auto-labelling entities in low-resource text: a geological case study. 695-715 - Junying Hu, Chuanjin Richard Shi, Jiang-She Zhang:
Saliency-based YOLO for single target detection. 717-732 - Edouard Delasalles, Sylvain Lamprier
Deep dynamic neural networks for temporal language modeling in author communities. 733-757 - Jiping Zheng
Efficient computation of deletion-robust k-coverage queries. 759-789
Volume 63, Number 4, April 2021
- Giannis Christoforidis
RELINE: point-of-interest recommendations using multiple network embeddings. 791-817 - Xin Hu
Natural language question answering over knowledge graph: the marriage of SPARQL query and keyword search. 819-844 - Feng Hou, Ruili Wang, Yi Zhou:
Transfer learning for fine-grained entity typing. 845-866 - Alba Fernández-Izquierdo
Towards metrics-driven ontology engineering. 867-903 - Zhifei Pang, Sai Wu, Haichao Huang, Zhouzhenyan Hong, Yuqing Xie:
AQUA+: Query Optimization for Hybrid Database-MapReduce System. 905-938 - Junzhou Zhao
Tracking triadic cardinality distributions for burst detection in high-speed graph streams. 939-969 - Meifan Zhang, Hongzhi Wang
Selectivity estimation with density-model-based multidimensional histogram. 971-992 - Xintong Guo, Hong Gao
Distributed processing of regular path queries in RDF graphs. 993-1027 - Fadi Dornaika
Multi-layer linear embedding with feature subset selection. 1029-1043
Volume 63, Number 5, May 2021
- Anand Gupta
PE-MSC: partial entailment-based minimum set cover for text summarization. 1045-1068 - Donghui Yan
Cost-sensitive selection of variables by ensemble of model sequences. 1069-1092 - Youssef Hmamouche, Lotfi Lakhal, Alain Casali:
A scalable framework for large time series prediction. 1093-1116 - Kachun Lo, Tsukasa Ishigaki:
PPNW: personalized pairwise novelty loss weighting for novel recommendation. 1117-1148 - Hongwei Dong, Liming Yang:
Kernel-based regression via a novel robust loss function and iteratively reweighted least squares. 1149-1172 - Qi Cao
Learning diffusion model-free and efficient influence function for influence maximization from information cascades. 1173-1196 - Pieter De Koninck
Expert-driven trace clustering with instance-level constraints. 1197-1220 - Yu Ding, Hao Wei
Unifying community detection and network embedding in attributed networks. 1221-1239 - Majid Seyfi
Mining discriminative itemsets in data streams using the tilted-time window model. 1241-1270
Volume 63, Number 6, June 2021
- Borja Ramis Ferrer
Comparing ontologies and databases: a critical review of lifecycle engineering models in manufacturing. 1271-1304 - Xiaojie Guo, Liang Zhao
Deep graph transformation for attributed, directed, and signed networks. 1305-1337 - Andrea Michienzi
Incremental communication patterns in online social groups. 1339-1364 - Peizhong Yang
Efficient discovery of co-location patterns from massive spatial datasets with or without rare features. 1365-1395 - Wathsala Anupama Mohotti
Discovering cluster evolution patterns with the Cluster Association-aware matrix factorization. 1397-1428 - Dariusz Brzezinski
The impact of data difficulty factors on classification of imbalanced and concept drifting data streams. 1429-1469 - ZhiBang Yang
Progressive approaches to flexible group skyline queries. 1471-1496 - Vinícius M. A. de Souza
Efficient unsupervised drift detector for fast and high-dimensional data streams. 1497-1527 - Chia-Hsuan Chang
A word embedding-based approach to cross-lingual topic modeling. 1529-1555 - Gaoyi Zhu, Xin Zeng
Metro passengers counting and density estimation via dilated-transposed fully convolutional neural network. 1557-1575 - Mario Barbareschi, Salvatore Barone
Advancing synthesis of decision tree-based multiple classifier systems: an approximate computing case study. 1577-1596
Volume 63, Number 7, July 2021
- Heitor Murilo Gomes
Learning from evolving data streams through ensembles of random patches. 1597-1625 - Liang Wang, Vignesh Narayanan, Yao-Chi Yu
A Nested Two-Stage Clustering Method for Structured Temporal Sequence Data. 1627-1662 - Abdulaziz Albahr
A novel cluster-based approach for keyphrase extraction from MOOC video lectures. 1663-1686 - Lei Chen
Attentive multi-task learning for group itinerary recommendation. 1687-1716 - Jean R. Ponciano
A streaming edge sampling method for network visualization. 1717-1743 - Alessio Conte, Donatella Firmani
A meta-algorithm for finding large k-plexes. 1745-1769 - Maciej Piernik
A study on using data clustering for feature extraction to improve the quality of classification. 1771-1805 - Yuechu Zheng, Yain-Whar Si
Feature extraction for chart pattern classification in financial time series. 1807-1848 - Osman Abul
Anonymous location sharing in urban area mobility. 1849-1871 - Makhlouf Ledmi
GrAFCI+ A fast generator-based algorithm for mining frequent closed itemsets. 1873-1908 - K. Suresh
An integrated approach using IF-TOPSIS, fuzzy DEMATEL, and enhanced CSA optimized ANFIS for software risk prediction. 1909-1934 - R. J. Kuo, C. K. Chang, Nguyen Thi Phuong Quyen
Application of genetic algorithm-based intuitionistic fuzzy weighted c-ordered-means algorithm to cluster analysis. 1935-1959 - José Daniel Pascual-Triana
Revisiting data complexity metrics based on morphology for overlap and imbalance: snapshot, new overlap number of balls metrics and singular problems prospect. 1961-1989
Volume 63, Number 8, August 2021
- Mehmet Sahin
Location selection by multi-criteria decision-making methods based on objective and subjective weightings. 1991-2021 - Weibo Shu
Short isometric shapelet transform for binary time series classification. 2023-2051 - Weidong Zhao, Shi Pu:
Collaboration prediction in heterogeneous academic network with dynamic structure and topic. 2053-2074 - Edwaldo Soares Rodrigues
Recipe analysis for knowledge discovery of gastronomic dishes. 2075-2108 - Tianyi Liang
A generic MOT boosting framework by combining cues from SOT, tracklet and re-identification. 2109-2127 - Aihua Li
Improved incremental local outlier detection for data streams based on the landmark window model. 2129-2155 - Mehri Mardani, Jafar Tahmoresnezhad
Cross- and multiple-domains visual transfer learning via iterative Fischer linear discriminant analysis. 2157-2188 - Sijia Yang, Haoyi Xiong
Generalising combinatorial discriminant analysis through conditioning truncated Rayleigh flow. 2189-2208 - Alejandro Maté, Jesús Peral
Improving security in NoSQL document databases through model-driven modernization. 2209-2230
Volume 63, Number 9, September 2021
- Salah Ud Din
Data stream classification with novel class detection: a review, comparison and challenges. 2231-2276 - Tomás Grosup, Ladislav Peska
On augmenting database schemas by latent visual attributes. 2277-2312 - Tao Wang
On entropy-based term weighting schemes for text categorization. 2313-2346 - Muhammad Irfan Yousuf, Suhyun Kim
A generative model for time evolving networks. 2347-2363 - R. Geetha
Tweet-scan-post: a system for analysis of sensitive private data disclosure in online social media. 2365-2404 - Man Wu, Shirui Pan
OpenWGL: open-world graph learning for unseen class node classification. 2405-2430 - Yinghui Pan, Jing Tang, Biyang Ma
Toward data-driven solutions to interactive dynamic influence diagrams. 2431-2453 - Mercedes Rodriguez-Garcia
Privacy protection of user profiles in online search via semantic randomization. 2455-2477 - Chunlin Li, Yong Zhang, Youlong Luo:
Deep reinforcement learning-based resource allocation and seamless handover in multi-access edge computing based on SDN. 2479-2511 - Atsushi Nitanda, Tomoya Murata, Taiji Suzuki:
Sharp characterization of optimal minibatch size for stochastic finite sum convex optimization. 2513-2539 - Muhammad Raza, Farookh Khadeer Hussain, Omar Khadeer Hussain
Imputing sentiment intensity for SaaS service quality aspects using T-nearest neighbors with correlation-weighted Euclidean distance. 2541-2584
Volume 63, Number 10, October 2021
- Xia Hu, Lingyang Chu, Jian Pei
Model complexity of deep learning: a survey. 2585-2619 - Seiya Satoh
Bypassing combinatorial explosions in equivalence structure extraction. 2621-2644 - Xiongnan Jin
DORIC: discovering topological relations based on spatial link composition. 2645-2669 - Mohamed el Boujnouni
Pseudo support vector domain description to train large-size and continuously growing datasets. 2671-2692 - Junde Chen
A turning point prediction method of stock price based on RVFL-GMDH and chaotic time series analysis. 2693-2718 - Sharareh Alipour
Improvements on approximation algorithms for clustering probabilistic data. 2719-2740 - Hai Cui, Tao Peng, Lizhou Feng, Tie Bao, Lu Liu:
Simple Question Answering over Knowledge Graph Enhanced by Question Pattern Classification. 2741-2761 - Michael Adams
Extensible ontology-based views for business process models. 2763-2789 - Yu Luan, Yuhang Shi, Wanyin Wu, Zhiyao Liu, Hai Chang, Jun Cheng
HAR-sEMG: A Dataset for Human Activity Recognition on Lower-Limb sEMG. 2791-2814
Volume 63, Number 11, November 2021
- Shunsuke Kanda
DyFT: a dynamic similarity search method on integer sketches. 2815-2840 - Jing Zhang
Word and graph attention networks for semi-supervised classification. 2841-2859 - Huiwen Xu, U Kang
Transfer alignment network for blind unsupervised domain adaptation. 2861-2881 - Noura Bouhlel
Adaptive weighted least squares regression for subspace clustering. 2883-2900 - Lihe Guan
Data-driven valued dominance relation in incomplete ordered decision system. 2901-2917 - Nicolas Ferranti
An experimental analysis on evolutionary ontology meta-matching. 2919-2946 - Wei Song
Generalized maximal utility for mining high average-utility itemsets. 2947-2967 - Abdelouahid Alalga, Khalid Benabdeslem, Dou El Kefel Mansouri
3-3FS: ensemble method for semi-supervised multi-label feature selection. 2969-2999 - Georgios Stratogiannis
Semantic enrichment of documents: a classification perspective for ontology-based imbalanced semantic descriptions. 3001-3039
Volume 63, Number 12, December 2021
- Raha Moraffah
Causal inference for time series analysis: problems, methods and evaluation. 3041-3085 - Xudong Lu, Lizhen Cui, Zhenchao Sun, Yuening Zhu:
ProAID: path-based reasoning for self-attentional disease prediction. 3087-3101 - Michaela Urbanovská
Neural networks for model-free and scale-free automated planning. 3103-3138 - Bonhun Koo, Hyunsik Jeon, U Kang
PGT: news recommendation coalescing personal and global temporal preferences. 3139-3158 - Huan Zhang
Collaboratively weighted naive Bayes. 3159-3182 - Joana Côrte-Real, Inês Dutra
Pruning strategies for the efficient traversal of the search space in PILP environments. 3183-3215 - Conggai Li
Discovering fortress-like cohesive subgraphs. 3217-3250
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