Social Engineering Threat Analysis Using Large-Scale Synthetic Data by Sellappan Palaniappan, Rajasvaran Logeswaran, Shapla Khanam, Pulasthi Gunawardhana

“…Our analysis on attack types, patterns, and characteristics revealed interesting insights. …”
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Anomaly Detection Algorithms for Real-Time Log Data Analysis at Scale by Andras Horvath, Andras Olah, Attila Pinter, Balint Siklosi, Gergely Lukacs, Istvan Z. Reguly, Kalman Tornai, Tamas Zsedrovits, Zoltan Mathe

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Fake News Detection With Credibility Scoring on Turkish Twitter Data by Ozlem Aydin Fidan, Emir Ozturk, Husein Kantarci

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Overcoming Data Scarcity: Guiding Citation Function Classification With Prompt-Based Few-Shot Learning by Krittin Chatrinan, Thanapon Noraset, Suppawong Tuarob

“…Our findings demonstrate that prompt-based tuning with SciBERT surpasses state-of-the-art pre-trained language models with the conventional fine-tuning approach when labeled data is scarce. Furthermore, we present an analysis that sheds light on the impact of template selection on the prompt-based tuning methodology.…”
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HSNMF enables accurate and effective analysis for the college students' psychological health education data and student life data by Yuanyuan Ma, Yuanyuan Ma, Lifang Liu

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Data harmonization for the analysis of personalized treatment of psychosis with metacognitive training by Caroline König, Pedro Copado, Maria Lamarca, Wafaa Guendouz, Rabea Fischer, Merle Schlechte, Vanessa Acuña, Fabrice Berna, Łucasz Gawęda, Alfredo Vellido, Àngela Nebot, Cecilio Angulo, Susana Ochoa

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A hybrid deep learning framework for early detection of Mpox using image data by Sajal Chakroborty

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Enhancing Data Integrity in Blockchain Oracles Through Multi-Label Analysis by Cristian Camilo Ordoñez, Gustavo Ramirez-Gonzalez, Juan Carlos Corrales

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Media content analysis of general practitioners’ reactions to care.data expressed in the media: what lessons can be learned for future NHS data-sharing initiatives? by Srinivasa Vittal Katikireddi, Andy Boyd, Elizabeth Ford, Yalda Kazempour, Maxwell J F Cooper

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Human Behavior Analysis Using Radar Data: A Survey by Patrycja Miazek, Alicja Zmudzinska, Pawel karczmarek, Adam Kiersztyn

“…Transfer learning addresses issues related to data scarcity, while data fusion models integrate information from multiple sources. …”
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Optimized machine learning mechanism for big data healthcare system to predict disease risk factor by Venkata Nagaraju Thatha, Silpa Chalichalamala, Udayaraju Pamula, D. Pramodh Krishna, Manjunath Chinthakunta, Srihari Varma Mantena, Shariff Vahiduddin, Ramesh Vatambeti

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Data-driven approach for identifying the factors related to debt collector performance by Keerthana Sivamayilvelan, Elakkiya Rajasekar, Santhi Balachandran, Ketan Kotecha, Subramaniyaswamy Vairavasundaram

“…We formulated hypotheses derived from insights gained during exploratory data analysis and subsequently validated them through statistical testing. …”
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Machine learning-based model for behavioural analysis in rodents applied to the forced swim test by Andrea Della Valle, Sara De Carlo, Gregorio Sonsini, Sebastiano Pilati, Andrea Perali, Massimo Ubaldi, Roberto Ciccocioppo

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Driving heterogeneity identification using machine learning: A review and framework for analysis by Xue Yao, Simeon C. Calvert, Serge P. Hoogendoorn

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Comparative analysis of machine learning techniques for temperature and humidity prediction in photovoltaic environments by Montaser Abdelsattar, Ahmed AbdelMoety, Ahmed Emad-Eldeen

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Manifold learning in statistical tasks by A.V. Bernstein

Subjects: “…data analysis…”
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Deep learning models for enhanced forest-fire prediction at Mount Kilimanjaro, Tanzania: Integrating satellite images, weather data and human activities data by Cesilia Mambile, Shubi Kaijage, Judith Leo

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Integrating Machine Learning Techniques for Enhanced Safety and Crime Analysis in Maryland by Zeinab Bandpey, Soroush Piri, Mehdi Shokouhian

Subjects: “…crime analysis…”
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Uso de metodologias ativas no ensino de Big Data e Data Analytics (BD/DA): uma análise sob a ótica dos discentes de ciências contábeis by Elvis Araujo Albertin, Claudio Marques, Daniel Ramos Nogueira, Vitor Hideo Nasu

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Human limits in machine learning: prediction of potato yield and disease using soil microbiome data by Rosa Aghdam, Xudong Tang, Shan Shan, Richard Lankau, Claudia Solís-Lemus

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