233 datasets

ZivaHub + Deakin Research Online + DMU Figshare2026 · dataset

<p dir="ltr">This methodological framework presents Citizen Auditing as a participatory approach to AI accountability, institutional observation, research evidence, and open science.</p><p dir="ltr">It defines a practical pathway for transforming institutional communications and independently documented observations into structured, attributable, verifiable, and persistent research evidence.</p><p

ZivaHub + Deakin Research Online + DMU Figshare2026 · dataset · unknown

The advancements in technology have stimulated huge changes in modern communication networks worldwide. The rapid growth has produced huge demands for low cost, high data rates and reliability across a large number of active users. Massive multiple-input multiple-output (MIMO) has proven to be a successful technology to fulfil the demands required of the latest wireless communication systems, with

ZivaHub + Deakin Research Online + DMU Figshare2026 · Astronomical catalogue

<p>Essential oils (EOs) are valuable bioactive compounds widely used in pharmaceutical, food, and cosmetic industries, yet their recovery from plant biomass is often limited by low yield and prolonged processing. This review critically evaluates pretreatment strategies for enhancing EO recovery, particularly their integration with conventional extraction techniques. A systematic analysis of Scopus

ZivaHub + Deakin Research Online + DMU Figshare2026 · dataset

With the growing demands for efficient and scalable food analysis, agriculture, and healthcare applications, the need for improved data acquisition and processing techniques has become increasingly significant. Near Infrared Spectroscopy has emerged as a powerful tool for non-invasive analysis in these domains, providing key insights into material composition at a spectral level. Hyperspectral ima

UCL Research Data Repository2026 · dataset · unknown

Communication networks have vital roles in our daily lives, both in small-scale and large-scale perspective. First, in small-scale networks, nanonetworks consisting of nano-scale devices have been proposed to solve problems in environmental monitoring, healthcare (in the form of nanomedicine), industrial, and military fields. An emerging means of supporting communication between nano-scale devices

ZivaHub + Deakin Research Online + DMU Figshare2026 · dataset

<p dir="ltr">Reproducible packet-replay experiments for separating collection changes from changes in network behavior. The study crosses Bernoulli packet retention probabilities (1, 0.5, 0.1, 0.01) with idle timeouts (5, 30, 60 seconds) and active timeouts (30, 120, 600 seconds) on eight IoT-23 and four Kitsune captures.</p>

ZivaHub + Deakin Research Online + DMU Figshare2026 · dataset

<p dir="ltr">This image represents my research on understanding and correcting the stomach’s electrical activity. The stomach is shown within the upper body to highlight its physiological context, while the glowing patterns illustrate its bioelectrical behaviour. The red-orange network symbolises abnormal or disorganised gastric slow wave activity, which can disrupt normal stomach function. In con

ZivaHub + Deakin Research Online + HKU DataHub + DaYta Ya Rona + figshare + Loughborough Research Repository + UP Research Data Repository2026 · Astronomical catalogue

<p dir="ltr"><b>INSTITUTIONAL RESPONSE CORPUS</b> is a longitudinal research corpus documenting more than 70 institutional contacts across research infrastructures, open science platforms, AI governance and accountability organizations, standards bodies, public institutions, academic research groups, and civil-society organizations.</p><p dir="ltr">The corpus records institutional outreach across

ZivaHub + HKU DataHub + DaYta Ya Rona + figshare + Loughborough Research Repository + UP Research Data Repository2026 · Astronomical catalogue

<ul><li>This baseline package operationalizes the integration between the National Cybersecurity Center of Excellence (NCCoE) Software and Agentic Artificial Intelligence (AI) Identity and Authorization framework and the Archival Analysis & Accountability Protocols (AAAP). By bridging NIST's DevSecOps implementation use case with cryptographic, hash-chained audit logs and longitudinal observation

ZivaHub + HKU DataHub + DaYta Ya Rona + figshare + Loughborough Research Repository + UP Research Data Repository2026 · Astronomical catalogue

<p dir="ltr">This research and methodological reference develops the concept of <b>AI Accountability Literacy</b> as an extension of conventional artificial intelligence literacy. It examines how the emergence of agentic AI requires educational and research practices to address not only AI use and model behavior, but also agent identity, authentication, authorization, auditability, evidence, insti

ZivaHub + HKU DataHub + figshare + Loughborough Research Repository + UP Research Data Repository2026 · Astronomical catalogue

<p dir="ltr">This dataset is used to evaluate the classification performance of machine or deep learning techniques for waveforms corrupted by Additive White Gaussian Noise (AWGN) at various SNRs.</p><p><br></p><p><br></p>

HKU DataHub + figshare + Loughborough Research Repository + UP Research Data Repository2026 · Astronomical catalogue

<p dir="ltr">What types of dynamical structure in the world do we as scientists have models for? The 1000×1000 collection contains 1000 simulated time series, each 1000 samples long, generated from 133 mechanisms across 13 classes: noise and linear processes, long-memory and multifractal processes, nonlinear stochastic processes, deterministic maps, chaotic flows, oscillators, noise-driven continu

ZivaHub2026 · dataset

<p dir="ltr">Speech deepfake detectors consume decoded waveforms, but for coded speech the bitstream is what was transmitted; which rendering of it the detector sees belongs to the receiver. Decoding a bit-identical Opus bitstream with libopus 1.6.1’s stronger optional decoder-side post-filter enabled rather than disabled shifts class-mean detector scores toward the synthetic class in 20 of 20 det

HKU DataHub + figshare + Loughborough Research Repository2026 · Astronomical catalogue

<p dir="ltr">This study investigates the application of Artificial Neural Networks (ANNs) to predict the solubilization behavior of copper and cobalt from microwave-pretreated ores. Five different architectures of Multilayer Perceptron (MLP) ANNs – MLP 4-4-2, MLP 4-6-2, MLP 4-9-2 (two variants), and MLP 4-10-2 – were developed and compared. Input parameters included microwave power (280-700 W), tr

HKU DataHub + figshare + Loughborough Research Repository2026 · Astronomical catalogue

<p dir="ltr">List of keywords to search in the press, related to inmigration in Chile between 2019-2023, during the social outbreak and Contitutional processes.</p><p dir="ltr">It contains 82 keywords organized into 37 term clusters, each associated with 8 categorical dimensions.</p><p dir="ltr">In addition to the original Spanish terms, the English translation is provided.</p>

figshare + Loughborough Research Repository2026 · Astronomical catalogue

<p>The design and optimization of large antenna arrays and Reconfigurable Intelligent Surfaces (RIS) have become critical for emerging wireless communication systems, including 5G and 6G networks. Although technologies such as Massive Multiple Input Multiple Output (MIMO) and RIS offer unprecedented opportunities for enhanced coverage, improved spectral efficiency, and adaptive propagation environ

figshare + Loughborough Research Repository2026 · Astronomical catalogue

<p dir="ltr">If you use this dataset, please cite both of the following publications:<br><br><b>Zhang Z, Wang Z, Guo K, et al. </b><b>Boosting brain-computer interface performance through cognitive training: A brain-centric approach</b><b> [J]. </b><b><i>Journal of Information and Intelligence</i></b><b>, 2025, 3(1): 19–35.</b><br><br><b>Zhang Z, Zheng Y, Guo K, et al. </b><b>A Few-Layer Multilaye

figshare + Loughborough Research Repository2026 · Astronomical catalogue

Introduction<p>Significant wave height (SWH) derived from compact microelectromechanical systems (MEMS) is increasingly used for operational wave monitoring, but estimates can vary depending on the scientifically defensible processing choices applied to the same inertial record.</p>Methods<p>This study evaluates method-selection variability using a 31-day acceleration record from one operational b

figshare + Loughborough Research Repository2026 · Astronomical catalogue

<p>The design and optimization of large antenna arrays and Reconfigurable Intelligent Surfaces (RIS) have become critical for emerging wireless communication systems, including 5G and 6G networks. Although technologies such as Massive Multiple Input Multiple Output (MIMO) and RIS offer unprecedented opportunities for enhanced coverage, improved spectral efficiency, and adaptive propagation environ

figshare + Loughborough Research Repository2026 · Astronomical catalogue · restricted

<p dir="ltr"><b>This dataset supports the Master’s dissertation “An Investigation of Thermal Patterns in Guitarists Performing a Musician-Specific Exercise Programme” (Farrugia, 2021).</b></p><p dir="ltr">The deposit contains pseudonymised FLIR thermal video recordings in SEQ format, SPSS datasets in SAV format, and a CSV summary of thermal temperature measurements. Fifteen adult guitarists/ bass

figshare + Loughborough Research Repository2026 · Astronomical catalogue

<p dir="ltr">dataset</p>

Teesside University Research Data Repository2026 · dataset

This dataset contains the reproducibility materials supporting the manuscript "Enhancement Without Replacement: Route-Preserving Residual Fusion for Low-Light Visible–Thermal Pedestrian Detection" (submitted to Machine Vision and Applications). The deposited materials include model configurations for ConcatFusion-s, ConcatFusion-s-wide, RoutePreserve-s no-KD, residual-source variants, and insertio

figshare + Loughborough Research Repository2026 · Astronomical catalogue

<p dir="ltr">Fixed training/test near-field channel pools and the associated measurement system for UCA (N=128, R=0.5 m) terahertz channel estimation at 100 GHz. Channels are derived from the DeepMIMO 'asu_campus_3p5' ray-tracing scenario with near-field spherical-wavefront mapping, generated once and frozen for reproducible training and evaluation. See README.txt for tensor shapes and citation re

figshare + Loughborough Research Repository2026 · Astronomical catalogue

<p dir="ltr">In photonic integrated circuits for on-chip optical communications, compact wavelength-division multiplexers/demultiplexers with high integration density are indispensable functional components. Inverse design methods have been demonstrated significant advantages in reducing photonic device footprints and enabling highly compact device architectures. However, when applied to wavelengt

figshare2026 · Astronomical catalogue

<p dir="ltr">Data Measurements of Baicells Indoor and Outdoor </p>