Academic Articles & Research Papers

Deep neural network-based prediction of tsunami wave attenuation by mangrove forests

The goal of this research is to develop a model employing deep neural networks (DNNs) to predict the effectiveness of mangrove forests in attenuating the impact of tsunami waves. The dataset for the DNN model is obtained by simulating tsuna...

Design of an improved model using federated learning and LSTM autoencoders for secure and transparent blockchain network transactions

Abstract With the advancement of this digital era and the emergence of DApps and Blockchain, secure, robust and transparent network transaction has become invaluable today. These traditional methods of securing the transactions and maintain...

Generation Scotland: Linking all the records we can

Objectives We started a family-based genetic epidemiology study in 2006-11 which recruited ~24,000 adult volunteers from ~7000 families across Scotland with consent for follow-up through medical record linkage and re-contact. In 2022-23 we ...

EEG emotion-recognition datasets for neuroarchitecture: an appraisal of openness, AI-readiness and ontology maturity.

The sport persistence training dataset: a randomized controlled pre-post dataset on sport persistence and related psychological resources among young athletes in Hungary.

SprintX: mitigating data scarcity in antibody design via synthetic structural prior knowledge dataset.

Age-related shifts in leadership patterns during group movements of Tibetan macaques: evidence from a long-term dataset.

A comprehensive dataset for postpartum depression prediction among bangladeshi mothers: Sociodemographic, obstetric, and psychosocial factors with class imbalance insights.

A de-identified inpatient clinical pathway dataset integrating ICD-10 diagnoses, ICD-9-CM procedures, Indonesian Case-Based Groups (INA-CBG), and length of stay for healthcare analytics.

IG-28 enables identification and quantification of high-confidence isoforms from large bulk and single-cell full-length cDNA datasets.

A field-measured dataset of plant and soil characteristics spanning six grassland types in the Zoige, northeastern Tibetan Plateau, China.

Airway image analysis systems: a review of datasets, evaluation methodologies, and deep learning approaches.

Psychometric dataset for the development of the teacher executive regulation scale (TERS) among Indonesian higher education students.

A Global Intra-city Commuting Origin-Destination Flow Dataset for Urban Sustainable Development.

The MERGE Dataset: A Harmonized Global Resource for Climate Disaster Impacts and Human Vulnerability.

A temporally harmonised gridded building-stock dataset for the Global South, 2016-2023.

A gapless 100 m resolution daily mean land surface temperature dataset over the Tibetan Plateau in 2019.

NASA Earth eXchange Hawai'i downscaled climate projections CMIP6 (NEX-HIDCP-CMIP6) dataset.

Citywide traffic sensor network in Nova Gorica, Slovenia: 2025-2026 telraam S2 dataset.

Distribution dataset of chondrichthyan species occurring in French metropolitan waters and across the North-East Atlantic.