Frontiers in Big Data | New and Recent Articles https://www.frontiersin.org/journals/big-data RSS Feed for Frontiers in Big Data | New and Recent Articles en-us Frontiers Feed Generator,version:1 2026-05-31T19:07:54.78+00:00 60 https://www.frontiersin.org/articles/10.3389/fdata.2026.1813265 https://www.frontiersin.org/articles/10.3389/fdata.2026.1813265 <![CDATA[Interpretable intrusion detection for IoT: a CNN-BiLSTM permutation importance framework for deep feature selection]]> 2026-05-22T00:00:00Z Original Research Ibrahim Al-ShiblyLlorenç BurgasJoaquim Massana https://www.frontiersin.org/articles/10.3389/fdata.2026.1829960 https://www.frontiersin.org/articles/10.3389/fdata.2026.1829960 <![CDATA[KATENA: a verifiable governance architecture for encrypted cloud storage systems]]> 2026-05-15T00:00:00Z Original Research Jesús F. Rodríguez-AragónCarolina ZatoFrancisco Pinto-SantosLorena Sánchez-Pravos https://www.frontiersin.org/articles/10.3389/fdata.2026.1762571 https://www.frontiersin.org/articles/10.3389/fdata.2026.1762571 <![CDATA[Definitional ambiguity in cognitive warfare: a critical and systematic conceptual review through ideal-type analysis]]> 2026-05-15T00:00:00Z Systematic Review Per-Erik NilssonAndreas HagaKristina Hellström https://www.frontiersin.org/articles/10.3389/fdata.2026.1769948 https://www.frontiersin.org/articles/10.3389/fdata.2026.1769948 <![CDATA[Quantifying energy and accuracy trade-offs of federated learning on wearable health devices]]> 2026-05-15T00:00:00Z Original Research Rupaak S.Ganesh KhekareYash KumarGaurav Soni https://www.frontiersin.org/articles/10.3389/fdata.2026.1799073 https://www.frontiersin.org/articles/10.3389/fdata.2026.1799073 <![CDATA[The role of statistical methods and artificial intelligence in inventory management for manufacturing industries: a systematic literature review]]> 2026-05-15T00:00:00Z Systematic Review Arvia Dwi RoyaniMahfud SholihinDewi DewiNovika NovikaAnnisa SorayyaWahyu Nur HanifahRizki Ramadhani Arif TrilanaPaolina Buton https://www.frontiersin.org/articles/10.3389/fdata.2026.1817120 https://www.frontiersin.org/articles/10.3389/fdata.2026.1817120 <![CDATA[Cheatomaly: weakly supervised video anomaly ranking for exam cheating detection using vision transformers]]> 2026-05-12T00:00:00Z Original Research El Mehdi Alaoui MraniAnas BouayadKhalid Fardousse https://www.frontiersin.org/articles/10.3389/fdata.2026.1764468 https://www.frontiersin.org/articles/10.3389/fdata.2026.1764468 <![CDATA[Fairness across domains: a unified fairness-aware framework for domain generalization and unsupervised adaptation]]> 2026-05-11T00:00:00Z Original Research Kai JiangChen ZhaoHaoliang WangXintao WuLatifur KhanChristan GrantFeng Chen https://www.frontiersin.org/articles/10.3389/fdata.2026.1821612 https://www.frontiersin.org/articles/10.3389/fdata.2026.1821612 <![CDATA[A longitudinal multimodal big data infrastructure for precision poultry monitoring]]> 2026-05-11T00:00:00Z Methods Daniel EssienYashan DhaliwalSuresh Neethirajan https://www.frontiersin.org/articles/10.3389/fdata.2026.1768571 https://www.frontiersin.org/articles/10.3389/fdata.2026.1768571 <![CDATA[Optimizing large-scale graph database ingestion through edge value ranking: a proposed framework]]> 2026-05-11T00:00:00Z Hypothesis and Theory Phanindra Reddy MadduruBijo Thomas https://www.frontiersin.org/articles/10.3389/fdata.2026.1786859 https://www.frontiersin.org/articles/10.3389/fdata.2026.1786859 <![CDATA[Detection and classification of lung cancer using sequential hybridization of CNN and RNN type architectures]]> 2026-05-08T00:00:00Z Original Research Maheswari VutukuriParveen Sultana Habibullah https://www.frontiersin.org/articles/10.3389/fdata.2026.1807184 https://www.frontiersin.org/articles/10.3389/fdata.2026.1807184 <![CDATA[Explainable gradient convolutional vector fuzzy pattern analysis based on ensemble model for facial expression recognition]]> 2026-05-08T00:00:00Z Original Research Lakshmi Sarvani VidelaBabu Reddy Mukamalla https://www.frontiersin.org/articles/10.3389/fdata.2026.1733733 https://www.frontiersin.org/articles/10.3389/fdata.2026.1733733 <![CDATA[Strategic cyber intelligence with advanced analytics in Latin America: a perspective]]> 2026-05-01T00:00:00Z Perspective Tamara Briones-LascanoVanessa Vergara-LozanoAlex Miranda-Andrade https://www.frontiersin.org/articles/10.3389/fdata.2026.1821270 https://www.frontiersin.org/articles/10.3389/fdata.2026.1821270 <![CDATA[Novel approach of encrypted network traffic classification using deep convolutional neural network with Artificial Bee Colony and Genetic Algorithm]]> 2026-04-28T00:00:00Z Original Research Sujan Kumar MohantySatyajit RathSatya Ranjan SahuBikram Kumar ParidaRakesh Chandra Balabantaray https://www.frontiersin.org/articles/10.3389/fdata.2026.1768366 https://www.frontiersin.org/articles/10.3389/fdata.2026.1768366 <![CDATA[Beyond performance metrics: evaluating the unique value of generative AI in hybrid cybersecurity threat detection]]> 2026-04-24T00:00:00Z Original Research Juan Antonio González-RamosPablo Chamoso https://www.frontiersin.org/articles/10.3389/fdata.2026.1761377 https://www.frontiersin.org/articles/10.3389/fdata.2026.1761377 <![CDATA[The designing of a transparent hybrid machine learning framework for water leak detection: a systematic review]]> 2026-04-24T00:00:00Z Systematic Review Chinemerem M. AnozieTite TuyikezeIbidun C. ObagbuwaFezile Matsebula https://www.frontiersin.org/articles/10.3389/fdata.2026.1772101 https://www.frontiersin.org/articles/10.3389/fdata.2026.1772101 <![CDATA[Generation of Kazakhstan's unified national testing variants using AI: a platform for automatic task creation with expert control]]> 2026-04-17T00:00:00Z Original Research Bolatbek AbdrasilovTalgat NiyazovLyazzat ShinetovaShugyla AltybayevaKenzhekul TuralbayevaDavid Orlov https://www.frontiersin.org/articles/10.3389/fdata.2026.1744885 https://www.frontiersin.org/articles/10.3389/fdata.2026.1744885 <![CDATA[Evaluating the impact of OMOP-CDM on data quality insight generation in respiratory disease management]]> 2026-04-10T00:00:00Z Original Research Brenda Mbouamba YankamFankoua Tchaptchet Luc BaudoinPauline AndesoFrançois Anicet Onana AkoaJean Blaise EbimbeMiranda BarasaMbele OnanaSamuel IddiAgnes KiraggaBertrand Hugo Mbatchou NgahaneData Science Without Borders Project https://www.frontiersin.org/articles/10.3389/fdata.2026.1811110 https://www.frontiersin.org/articles/10.3389/fdata.2026.1811110 <![CDATA[A reinforcement learning-guided interpretable method for postoperative sepsis prediction with Hilbert-Schmidt Independence Criterion]]> 2026-04-07T00:00:00Z Original Research Kunhua ZhongHan ChenQilong SunPeng WangZhenbei LiuYuwen Chen https://www.frontiersin.org/articles/10.3389/fdata.2026.1814157 https://www.frontiersin.org/articles/10.3389/fdata.2026.1814157 <![CDATA[A disease potential-driven graph attention model for comorbidity risk prediction of hypertension]]> 2026-04-02T00:00:00Z Original Research Leming ZhouHanshu QinYanmei YangGang HuangZhigang Liu https://www.frontiersin.org/articles/10.3389/fdata.2025.1594374 https://www.frontiersin.org/articles/10.3389/fdata.2025.1594374 <![CDATA[Toward robust social media sentiment for SMEs: a comparative study of dictionary-based and machine learning approaches with insights for hybrid methodologies]]> 2026-04-01T00:00:00Z Original Research Heru SusantoAida Sari OmarAlifya Kayla Shafa SusantoDesi SetianaLeu Fang-YieJunaid M. ShaikhAsep InsaniUus KhusniRachmat HidayatAkbari Indra BasukiIwan Setiawan