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ORCIDInternational Journal of Data Science and Analytics, Volume 21
Volume 21, Number 1, June 2026
- Amira Kerkad, Rabah Gouri
:
A multi-objective optimization framework for large-scale crop land allocation: a case study on Algeria. 1 - Wasim Khan, Zulfikar Ali Ansari, K. Kiran Kumar, Jinka Sreedhar:
Context-aware anomaly detection in attributed graphs via deep skip-gram and multi-level feature fusion. 2 - Chuanjun Zhao, Lu Kang, Zhihe Yan, Xuzhuang Sun:
Harmonizing imbalanced review datasets for aspect category detection through XLNet augmentation and BERT fine-tuning. 3 - Shuo Wang, Jun Li, Guangyu Hou, Dezhi Yuan:
Deep learning-based noise suppression for industrial environments without clean data. 4 - An Trung Nguyen, Nhu Hai Phung, Chi Thanh Nguyen, Hao Quang Nguyen, Thi Thu Ha Nguyen, Duc Thang Duong:
MCNP-simulated HPGe soil spectra: a public dataset and machine learning benchmark for multi-isotope quantification. 5 - Zigang Chen, Ruitao Jin, Qi Xiao, Haihua Zhu:
Weighted non-negative matrix factorization with Katz-enhanced latent structures and attribute constraints for robust community detection. 6 - Jiju Gillariose, Joshin Joseph, Christophe Chesneau:
Lasso and Ridge regression: a comprehensive review of applications and developments in machine learning. 7 - Abdulrahman Mathkar Alotaibi:
Explainable long-sequence time-series forecasting for infectious diseases using optimised transformer models. 8 - Saulo Martiello Mastelini, Marcos Basile Saviano de Paula, Moisés Rocha dos Santos, Sérgio Baldo Júnior, Lucas Ladeira, Luciano Contin Gomes Leite, Ronan Gustavo Carvalho Furtado, Thiago Felicio de Souza, Ewerton Guarnier, Donato da Silva-Filho:
Short-term energy market forecasting ensemble with multi-data source integration. 9 - Ricardo Santos, Júlio Garganta, Rui J. Lopes, Keith Davids, João Ribeiro:
Capturing homeostatic behaviour in elite football teams: synchronisation tendencies of cooperative and oppositional dynamics. 10 - Jefferson de Morais Toledo, Thiago José Marques Moura:
Predicting occupational accidents in Brazilian cities: a machine learning-based approach. 11 - Amina Salifu, Henry Nunoo-Mensah, Eric Tutu Tchao, Ali Musah Ibrahim, Francisca Adoma Acheampong, Jerry John Kponyo, Andrew Selasi Agbemenu:
A systematic review of accent classification techniques and datasets for inclusive speech recognition. 12 - Krunal Dhanraj Randive, R. Mohan, Ambairam Muthu Sivakrishna:
Cyber insights: exploring the effectiveness of image-based and vector-based feature representations in insider threat detection. 13 - Junfeng Wu, Xiangmin Zhou, Erica Kuligowski, Dhirendra Singh, Enrico Ronchi, Max Kinateder:
Social media data mining of human behaviour during bushfire evacuation. 14 - Chin-Sheng Chen, Chia-Jen Lin, Jia-Feng Liu, Feng-Chieh Lin:
IPMSM demagnetization fault diagnosis based on ultra-low sampling frequency data re-indexing restoration method. 15 - Jia Liu, Jianhong Ye, Yue Luo, Linping Jiang:
Traces recognition of transition sequence based on frequent itemset. 16 - Zitong Zhang, Ashraf Yaseen, Hulin Wu:
Statistical interpretation for word embeddings in natural language processing. 17 - Piyabute Fuangkhon:
Scalable boundary-preserving multi-class classification via k-d tree-accelerated vector generation. 18 - Ying Gao:
Application of optimized differential privacy protection algorithm in data mining privacy protection. 19 - Xin Qi, Jianlong Zhou, Yifei Dong, Fang Chen:
Enhancing collaborative learning through AI-powered feedback systems. 20 - Neeraj Shrestha, Jared Oluoch, Weiqing Sun, Junghwan Kim, Eralda Caushaj:
An accurate spam email detection mechanism using XLNet. 21 - Marcelo Oliveira Vasconcelos, Luís Cavique:
Imbalanced learning in corruption detection: results explanations with SHAP. 22 - Wanghu Chen, Wencheng Zhang, Yubo Wang, Jing Li, Hongle Guo:
Ec-tfs: incorporating extended capsule networks and time-frequency spectrum into time series classification. 23 - Majid Abdolrazzagh-Nezhad, Mahdi Kherad, Meimanat Dadras:
A neuro-fuzzy approach for efficient adaptation in distributed IoT systems: enhancing concurrency and computational efficiency. 24 - Mohamed Amine Ben Rhaiem, Mouna Selmi, Imed Riadh Farah, Amel Bouzeghoub:
Leveraging volunteered geographical information and spatio temporal big data in disaster management: opportunity and challenges. 25 - João Pedro M. Franco, Márcio Poletti Laurini:
Learning volatility structures in emerging markets: a data-driven network approach using stochastic volatility models. 26 - Asha Rani, Rudra Dutt, Yashaswi Verma:
Random feature embeddings give strong baselines for extreme multi-label text classification. 27 - Dajana Dimitric, Vladimir Risojevic:
Training-free outlier exposure for remote sensing out-of-distribution detection. 28 - Quannan Zu, Nannan Wu, Wei Yu, Huaming Wu, Yanxia Zhao, Kehan Long, Sibo Yang, Lei Wang:
Adv-SHNets: a stock movement prediction framework based on hierarchy LSTM networks. 29 - Miryam Elizabeth Villa-Pérez, Raúl Monroy:
Public opinion and emotional discourse: a study of YouTube comments on Mexican news in 2024. 30 - Patrick Ansah, Caroline John, Sumit Kumar Tetarave, Ezhil Kalaimannan:
Enhancing network intrusion detection using graph convolutional networks fused with traditional systems. 31 - Uri Itai, Asael Bar Ilan, Teddy Lazebnik:
Tighten the lasso: a convex hull volume-based anomaly detection method. 32 - Salha Albehairi, Samiya Khan, Reem Alotaibi, Nofe Alganmi, Mohammad Patwary:
Leveraging AI for biomedical data augmentation: a comparative review of model characteristics, performance analysis, and future research directions. 33 - Xiaoyang Wang, Wenfeng Liu, Yuzhen Yang, Yaling Gao, Qiaoqiao Du, Longqing Bao:
Docsentinet: a adaptive architecture for efficient document-level sentiment analysis. 34 - Salman Salloum, Kian-Lee Tan, Joshua Zhexue Huang:
A survey of approximate big data computing with the random sample partition (RSP). 35 - Rifat Al Mamun Rudro, Kamruddin Nur, Zerin Sahosh, Soily Ghosh Sneha, Md. Hamid Uddin, Sumaiya Malik, Fahim Sakib, Rajarshi Roy Chowdhury:
DeepBERT-XAI: a dual BERT approach with XAI for sentiment analysis of airline tweet data. 36 - Fuqiang Xie, Min Wang, Hongbin Chen, Qi Zhong, Baolei Li:
DRE-GCN: dual flexible residuals and explanation-guided GCN for explainable recommendation. 37 - Fei Wang, Le Li, Pasi Fränti:
Nested Gaussian mixture model: clustering data from generalized mixture distributions. 38 - Qizhao Chen, Hiroaki Kawashima:
A novel sentiment correlation-based method with dual transformer model for stock price prediction. 39 - Soukaina Ait Errami, Hicham Hajji, Kenza Ait El Kadi, Hassan Badir:
A spatial big data architecture for vehicle data analytics: a focus on spatial data storage and query optimization. 40 - G. L. Anand Babu, G. Sekhar Reddy, G. Sravan Kumar, A. Prashanth Rao, N. Nagalakshmi, S. Vijay Kumar:
A hybrid framework for fake news detection using transformer models with MASHAP. 41 - Gabriel Jonas Aguiar, Alberto Cano:
Class Informed Concept Drift Detection in Multi-Class Data Streams. 42 - Teddy Lazebnik:
Introducing "Inside" out of distribution. 43 - Surani Matharaarachchi, Maxime Turgeon, Mike Domaratzki, Saman Muthukumarana:
Sequential Bayesian estimation of the F1 score using the Dirichlet-multinomial model. 44 - Ismail Hakki Karaman, Gulser Koksal, Levent Eriskin, Salih Salihoglu:
A similarity-based oversampling method for multi-label imbalanced text data. 45 - Xiaoting Chen, Shuo Wang, Tengsen Zhang, Guanhui Yang, Yun Yang:
Virtual concept drift detection and adaptation in federated data stream learning. 46 - Prince Rajpoot, Ajeet Kumar, Amit K. Singh, Shivendu Mishra, Shivendra Kumar Pandey, Sharad Verma:
Ordered weighted averaging (OWA) Operator-based Static and Dynamic Clustering for Optimized Data Transmission in WSN. 47 - Hao Guo, Yuefeng Cen, Gang Cen, Cheng Zhao:
MAWT: a market-contextual adaptive wavelet transformer for stock forecasting. 48 - Koji Ito, Haruka Ohba, Shinya Mizuno:
A data-driven approach to enhancing aircraft piloting proficiency. 49 - Mohamed Slimane, Neila Bedioui, Mongi Besbes:
Lag-length hyperparameter impacts on unit root testing: toward robust SARIMA integration order estimation. 50 - Jing Ao, Kara Schatz, Rada Chirkova:
Retrieving unusual temporal trends effectively and efficiently with trend surfing. 51 - Arturo Martínez-Rodrigo, Alicia Saz-Lara, João Pedrosa, Iris Otero-Luis, Nerea Moreno-Herraiz, Carla Geovanna Lever-Megina, Isabel Antonia Martínez-Ortega, José Manuel Pastor, Iván Cavero-Redondo:
A leap forward in early vascular aging research: uncovering the high-risk vascular aging patterns. 52 - Nayiri Galestian Pour, Soudabeh Shemehsavar:
Bayesian sequential ensemble learning. 53 - Luca Pennella, Amin Gino Fabbrucci Barbagli:
Explainable machine learning for predicting voting intentions: a study of Italian politics. 54 - Román Zúñiga-Macías, Ignacio Barradas:
Which geographical scale best aligns with epidemiological data? 55 - Vine Nwabuisi Madukpe, Bright Chukwuma Ugoala, Nur Fariha Syaqina Zulkepli:
A comprehensive review of the mapper algorithm, a topological data analysis technique, and Its applications across various fields (2007-2025). 56 - R. Kiruthiga, B. Nithya:
Quantum multi-agent reinforcement learning for efficient resource allocation and trajectory optimization in multi-UAV IoT networks. 57 - Rafiu Mope Isiaka, Kabir Opeyemi Olorede, Ronke Seyi Babatunde, Jumoke Falilat Ajao:
Beyond the hypes on data rebalancing in imbalance learning: towards a balanced framework and recommender system. 58 - Naga Venkata Rama Subbarao Tadepalli, Ramji Koona:
TenMARO: a deterministic-chaotic metaheuristic framework for data-driven fault parameter optimization in aero-engine digital twin. 59 - Jeff Caponero, Lilia Carolina Carneiro da Costa, Anderson L. Ara:
Beyond significance: why the d-value matters more in big data contexts. 60 - Shweta Sharma, Anjana Gosain:
Multi-class oversampling approach using deep generative adversarial network (MO-DGAN) for remote sensing imagery. 61 - M. Arunmozhi, R. Sunitha, S. Avani, D. Rajalakshmi:
Graph minds and social binds: a hybrid approach to overlapping community detection. 62 - María José Olmo-Jiménez, José Rodríguez-Avi, Ana María Martínez-Rodríguez, Antonio Conde-Sánchez:
Enhanced regression modelling for both under- and overdispersed count data. 63 - Myo Thida:
Time-series forecasting for political violence targeting women. 64 - Hassenet Slimani, Chemseddine Chourabi:
Modeling inflation with machine learning: a cross-horizon systematic review. 65 - Rui Zhang, Caixia Song, Zichen Zhang, Jinbao Xie, Tianyu Chen, Tong Xu:
Machine learning for soil moisture analysis: a survey and emerging perspectives. 66 - Manoj Sharma, Shallu Sharma, Sumit Kumar:
Amalgamated feature-based endometrial cancer prognosis using unsupervised segmented histopathological images. 67 - Yashar Tavakoli, Lourdes Peña-Castillo, Amílcar Soares:
A novel multilevel taxonomical approach for describing high-dimensional unlabeled movement data. 68 - Jian Zhu, Sanmin Liu, Subin Huang, Ping Zhang, Wentao Yu, Liwei Ye, Huixian Li:
A novel transfer learning method leveraging clustering and local variance for drifting data streams classification. 69 - Mannat Mand, Birmohan Singh, Vijay Kumar Kukreja:
A continuous, bounded and uniformly converging hypertan-normalization approach for improved classification accuracy and feature entropy. 70 - Júlio Barros, Nuno Silva, João N. C. Gonçalves, Paulo Cortez, Maria Sameiro Carvalho, Maribel Yasmina Santos, Carlos Costa:
A machine learning-based framework for predicting supply delay risk using big data technology. 71 - Yasir Khan, Said Farooq Shah, Maher Ali:
Enhancing imputation accuracy of weighted K-nearest neighbor algorithm using non-Gaussian kernel functions. 72 - Lara Veylit, Ute Brönner, Kari Fischer, Dana Margareta King, Sahar Stevenson-Jones, Paula Dabán, Laura Leyva, Sara Haro, Marc Bouchoucha, João G. Monteiro, Simonetta Fraschetti, Cristina Gambi, Inês Machado, Juan Lugilde Yáñez, Pablo Sanchez-Jerez, Ida Beathe Øverjordet:
Democratizing marine restoration best practices in a digital toolbox. 73 - Surbhi Kapoor, Akashdeep Sharma, Amandeep Verma:
Enhancing aerial human action recognition through GAN-boosted ResNeXt architecture with squeeze-and-excitation network. 74 - Zihao Zhang, Jiwei Qin, Dezhi Sun, Yan Jiao, Lulu Li:
F2Fnet: alleviating spectral confusion in time series forecasting via dual Fourier modeling. 75 - K. Balasaranya, P. Ezhumalai:
Sentiment analysis of Amazon product reviews using an inception-based recurrent residual CNN approach. 76 - Mahmoud Mohamed Abdelsamie, Shahira Shaaban Azab, Hesham A. Hefny:
Deep multi-task learning: a review of concepts, methods, and cross-domain applications. 77 - Shayma Wail Nourildean, Wafa Mefteh, Ali Mohsen Frihida:
Scalable and generalizable AI-based intrusion detection in AIoT: a review and lightweight ensemble solution. 78 - Kara Schatz, Jon-Michael Beasley, Alexander Tropsha, Rada Chirkova:
GAME+: lossless knowledge-graph compression for improving the efficiency and effectiveness of rule mining. 79 - Zeinab A. Fareed, Wafaa M. A. Habib, Neamat El-Tazi:
Discovering weighted and attributed communities from social graphs. 80 - Yue Qin, Xiaoqin Xiao, Kexin Jiang:
A multi-channel sarcasm detection model integrating syntax and semantics. 81
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last updated on 2026-03-06 21:34 CET by the dblp team
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