Issue 3/2024
Content (25 Articles)
Recent developments in geographic information systems across different application domains: a review
Kuduva Janarthanan Sowmiya Narayanan, Asaithambi Manimaran
Review on novelty detection in the non-stationary environment
Supriya Agrahari, Sakshi Srivastava, Anil Kumar Singh
Feature selection techniques for machine learning: a survey of more than two decades of research
Dipti Theng, Kishor K. Bhoyar
Adaptive graph contrastive learning with joint optimization of data augmentation and graph encoder
Zhenpeng Wu, Jiamin Chen, Raeed Al-Sabri, Babatounde Moctard Oloulade, Jianliang Gao
Enhancing multimedia document modeling through extended orbit-based rhetorical structure: an approach to media weighting for importance determination
Azze-Eddine Maredj, Madjid Sadallah, Nourreddine Tonkin
A black-box model for predicting difficulty of word puzzle games: a case study of Wordle
Ling Shi, Yingke Chen, Jiaxuan Lin, Xiaoyu Chen, Guangming Dai
BiMuF: a bi-directional recommender system with multi-semantic filter for online recruitment
Pei-Yuan Lai, Zhe-Rui Yang, Qing-Yun Dai, De-Zhang Liao, Chang-Dong Wang
Quality of interaction-based predictive model for support of online learning in pandemic situations
Faiza Mumtaz, Ali Imran Jehangiri, Waqar Ishaq, Zulfiqar Ahmad, Omar Imhemed Alramli, Mohammed Alaa Ala’anzy, Rania M. Ghoniem
Towards a taxonomy for business capabilities determining data value
Markus Hafner, Miguel Mira da Silva
Neighborhood rough set with neighborhood equivalence relation for feature selection
Shangzhi Wu, Litai Wang, Shuyue Ge, Zhengwei Hao, Yulin Liu
Fairmod: making predictions fair in multiple protected attributes
Jixue Liu, Jiuyong Li, Lin Liu, Thuc Le, Feiyue Ye, Gefei Li
Attentive neural controlled differential equations for time-series classification and forecasting
Sheo Yon Jhin, Heejoo Shin, Sujie Kim, Seoyoung Hong, Minju Jo, Solhee Park, Noseong Park, Seungbeom Lee, Hwiyoung Maeng, Seungmin Jeon
Alice and the Caterpillar: A more descriptive null model for assessing data mining results
Giulia Preti, Gianmarco De Francisci Morales, Matteo Riondato
Supervised feature selection using principal component analysis
Fariq Rahmat, Zed Zulkafli, Asnor Juraiza Ishak, Ribhan Zafira Abdul Rahman, Simon De Stercke, Wouter Buytaert, Wardah Tahir, Jamalludin Ab Rahman, Salwa Ibrahim, Muhamad Ismail
FishRNFuseNET: development of heuristic-derived recurrent neural network with feature fusion strategy for fish species classification
M. Bhanumathi, B. Arthi
SABeDM: a sliding adaptive beta distribution model for concept drift detection in a dynamic environment
Ature Angbera, Huah Yong Chan
How to manage massive spatiotemporal dataset from stationary and non-stationary sensors in commercial DBMS?
Vincenzo Norman Vitale, Sergio Di Martino, Adriano Peron, Massimiliano Russo, Ermanno Battista
SimGCL: graph contrastive learning by finding homophily in heterophily
Cheng Liu, Chenhuan Yu, Ning Gui, Zhiwu Yu, Songgaojun Deng
Joint knowledge graph approach for event participant prediction with social media retweeting
Yihong Zhang, Takahiro Hara
Software bug priority prediction technique based on intuitionistic fuzzy representation and class imbalance learning
Rama Ranjan Panda, Naresh Kumar Nagwani
Knowledge enhancement and scene understanding for knowledge-based visual question answering
Zhenqiang Su, Gang Gou
Evidence-based adaptive oversampling algorithm for imbalanced classification
Chen-ju Lin, Florence Leony