7,601 Works

Cusurbits stem: detection of radial and circular pecularities using FFTW-based software

Gradov Group
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Widar3.0 Dataset: Zero-Effort Cross-Domain Gesture Recognition with Wi-Fi

Yue Zheng, Yi Zhang, Kun Qian, Guidong Zhang, Yunhao Liu, Chenshu Wu & Zheng Yang
This repository hosts the data and code for paper Zero-Effort Cross-Domain Gesture Recognition with Wi-Fi published in ACM MobiSys 2019.This dataset includes the Channel State Information (CSI) data collected from commodity Wi-Fi devicesnbsp;for gesturesnbsp;and Body-coordinate Velocity Profile (BVP) datanbsp;calculated by the algorithms from the above mentioned paper.Also included in this repository is the data for paper GaitID: Robust WiFi Based Gait Recognition published in Springer WASA 2020.Please stay tuned for further updates.

Prioritized Web Crawling Dataset

Sherin Moussa, Rahma Ameen, Mazen Abo Elanin, Radwa Ali & Dina Sameh
The provided dataset is obtained by crawling through various websites to identify all the possible webpages that which can be used to determine to what degree they are exposed to attacks.nbsp;

Truck Driving Simulator Experiment

Zheng Wang
The data are associated with a submitted journal paper.

Truck Driving Simulator Experiment

Zheng Wang
The data are associated with a submitted journal paper.

Thin film thickness of Polystyrene on the glass substrates

Akshansh Mishra & Devarrishi Dixit
Advent in machine learning is leaving a deep impact on various sectors including the material science domain. The present paper highlights the application of various supervised machine learning regression algorithms such as polynomial regression, decision tree regression algorithm, random forest algorithm, support vector regression algorithm and artificial neural network algorithm to determine the thin film thickness of Polystyrene on the glass substrates. The results showed that polynomial regression machine-learning algorithm outperforms all other machine learning...

Holoscopic 3D Micro-Gesture Database

Yi Liu, Mohammad R. Swash & Hongying Meng
HoMG database was recorded using a holoscopic 3D camera, which have 3 conventional gestures from 40 participants under different settings and conditions. The principle of holoscopic 3D (H3D) imaging mimics fly’s eye technique that captures a true 3D optical model of the scene using a microlens array. For the purpose of H3D micro-gesture recognition. HoMG database has two subsets. The video subset has 960 videos and the image subset has 30635 images, while both have...

Holoscopic 3D Micro-Gesture Database

Yi Liu, Mohammad R. Swash & Hongying Meng
Holoscopic micro-gesture recognition (HoMG) database was recorded using a holoscopic 3D camera, which have 3 conventional gestures from 40 participants under different settings and conditions. The principle of holoscopic 3D (H3D) imaging mimics fly’s eye technique that captures a true 3D optical model of the scene using a microlens array. For the purpose of H3D micro-gesture recognition. HoMG database has two subsets. The video subset has 960 videos and the image subset has 30635 images,...

Biomarker of Lateralization Index for Stress Calculated from Hemodynamic Responses of fNIRS for Subdividing between Eustress and Distress

SuJin Bak, Jaeyoung Shin & Jichai Jeong
While performing various mental stress tasks, we can easily observe differences in brain activations between the stress group and the control group (i.e., non-stress group). Moreover,it is essential to subdivide the stress groups into eustress and distress groups in order to enhance personal cognitive abilities and mental/physical health. However, it is very challenging to subdivide stress group, because of the difficulty to reveal differences in brain activations between two stress groups. In our study, we...

Epidermis of allium: FFTW-based regulometry case

Gradov Group
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Holoscopic 3D Micro-Gesture Database

Yi Liu, Mohammad R. Swash & Hongying Meng
HoMG database was recorded using a holoscopic 3D camera, which have 3 conventional gestures from 40 participants under different settings and conditions. The principle of holoscopic 3D (H3D) imaging mimics fly’s eye technique that captures a true 3D optical model of the scene using a microlens array. For the purpose of H3D micro-gesture recognition. HoMG database has two subsets. The video subset has 960 videos and the image subset has 30635 images, while both have...

Fluorescence Microscopy Images from CBMI

Yaoru Luo, Yuanhao Guo & Ge Yang
Intracellular organelle networks such as the endoplasmic reticulum (ER) network and the mitochondrial network serve crucial physiological functions. Morphology of these networks plays critical roles in mediating their functions.Accurate image segmentation is required for analyzing morphology of these networks for applications such as disease diagnosis and drug discovery. Deep learning models have shown remarkable advantages in accurate and robust segmentation of these complex network structures. To support the training and testing of deep learning segmentation...

Twitter Sentiment Analysis Data

Rabindra Lamsal
Each database (*.db) contain three columns. First column: date and time of the tweet, second column: tweet, third column: sentiment score for the particular tweet within the range [-1,1] with -1 being the most negative, 0 being the neutral and +1 being the most positive sentiment.The tweets have been collected by the LSTM model deployed here at sentiment.live[1]. The last column, viz. sentiment score, is not the score estimated by the model. The LSTM model...

THz Wireless Channel Measurements in between 240GHz and 300GHz

Kürşat Tekbıyık, Ali Rıza Ekti, Güneş Karabulut Kurt & Ali Görçin
The experimental measurement setup is performed in an anechoic chamber to secure the LOS transmission at the Millimeter Wave and Terahertz Technologies Research Laboratories (MILTAL), Scientific and Technological Research Council of Turkey (TUBİTAK), Kocaeli. The dimensions of anechoic chamber are 7m × 4m × 3m. The dataset includes channel impulse response in between 240GHz and 300GHz for the transmitter-receiver distance of 20cm, 30cm, 40cm, 60cm, and 80cm.

Border Gateway Protocol routing records from Reseaux IP Europeens (RIPE) and BCNET

Zhida Li, Ana Laura Gonzalez Rios & Ljiljana Trajkovic
Three well-known Boarder Gateway Anomalies (BGP) anomalies Slammer, Nimda, and Code Red I occurred in January 2003, September 2001, and July 2001, respectively. The Reseaux IP Europeens (RIPE) BGP update messages are publicly available from the Network Coordination Centre (NCC)and contain Slammer, Nimda, Code Red I, and regular data: https://www.ripe.net/analyse/. Regular data are also collected from BCNET: http://www.bc.net/.Slammer infected Microsoft SQL servers through a small piece of code that generated IP addresses at random. The...

Combining machine learning and metabolomics to identify weight gain biomarkers

Flavia L Dias-Audibert, Luiz C Navarro, Diogo N Oliveira, Jeany Delafiori, Carlos F O R Melo, Tatiane M Guerreiro, Mohamed Z Dabaja, Flavia T Rosa, Diego L Petenuci, Maria A E Watanabe, Licio A Velloso, Anderson R Rocha & Rodrigo R Catharino
This dataset was used in the article "Combining machine learning and metabolomics to identify weight gain biomarkers, 2019, Flávia Luísa Dias-Audibert, Luiz Claudio Navarro, Diogo Noin de Oliveira, Jeany Delafiori, Carlos Fernando Odir Rodrigues Melo, Tatiane Melina Guerreiro, Mohamed Ziad Dabaja, Flávia Troncon Rosa, Diego Lima Petenuci, Maria Angelica Ehara Watanabe, Licio Augusto Velloso, Anderson Rezende Rocha, Rodrigo Ramos Catharino" submitted to Frontiers Bioengineering and Biotechnology with review finalized on 22 Nov 2019.Article abstract:Weight gain...

Wearable RGB Camera Images of Human Locomotion Environments

Brock Laschowski, William McNally, Alexander Wong & John McPhee
This RGB image dataset was collected using a wearable camera system for image classification of different walking environments conducive to controlling lower-limb biomechatronic systems (e.g., prostheses and exoskeletons). Approximately 34,254 RGB images were collected and individually labelled.The authors request that prospective users reference the following publication:Laschowski B, McNally W, McPhee J, and Wong A. (2019). Preliminary Design of an Environment Recognition System for Controlling Robotic Lower-Limb Prostheses and Exoskeletons. IEEE International Conference on Rehabilitation Robotics,...

Wearable RGB Camera Images of Human Locomotion Environments

Brock Laschowski, William McNally, Alexander Wong & John McPhee
This RGB image dataset was collected using a wearable camera system and intended for image classification of different walking environment conducive to controlling lower-limb biomechatronic systems (prostheses and exoskeletons). Approximately 34,254 RGB images were collected and individually labelled. The authors request that prospective users reference the following publication: Laschowski B, McNally W, McPhee J, and Wong A. (2019). Preliminary Design of an Environment Recognition System for Controlling Robotic Lower-Limb Prostheses and Exoskeletons. IEEE International Conference...

Wearable RGB Camera Images of Human Locomotion Environments

Brock Laschowski, William McNally, Alexander Wong & John McPhee
This RGB image dataset was collected using a wearable camera system and intended for image classification of different walking environment conducive to controlling lower-limb biomechatronic systems (prostheses and exoskeletons). Approximately 34,254 RGB images were collected and individually labelled. The authors request that prospective users reference the following publication: Laschowski B, McNally W, McPhee J, and Wong A. (2019). Preliminary Design of an Environment Recognition System for Controlling Robotic Lower-Limb Prostheses and Exoskeletons. IEEE International Conference...

New concept high quality high performance hearing aid

Oksang Jin
New concept high quality high performance hearing aidA typical hearing aid can't be distinguished by mixing sounds in noisy places or in a multi-person voice environment.This is due to the limited performance of the amplifier inside the hearing aid. This may be due to the lack of linearity of the amplifier, or because of transistor-specific characteristics.By applying high-quality amplifier technology to these hearing aids, several sounds can be separated and listened well.A joint project was...

Dataset of Surface Electromyographic (sEMG) signals and Finger Kinematics

Sanjay Kumar Dwivedi, Jimson Ngeo & Tomohiro Shibata
Accurate proportional myo-electric control of the hand is important in replicating dexterous manipulation in robot prostheses. Many studies in this field have focused on recording discrete hand gestures, while few have focused on the proportional and multiple-DOF control of the human hand using EMG signals. To aid researchers on advanced myoelectric hand control and estimation, we present this data from our work "Extraction of nonlinear muscle synergies for proportional and simultaneous estimation of finger kinematics"....

Raw data used in the manuscript \"The use of mixed collagen-Matrigel matrices of increasing complexity recapitulates the biphasic role of cell adhesion in cancer cell migration: ECM sensing, remodeling and forces at the leading edge of cancer invasion\"

María Anguiano, Xabier Morales, Carlos Castilla, Alejandro Rodríguez Pena, Cristina Ederra, Martín Martínez, Mikel Ariz, Maider Esparza, Hippolyte Amaveda, Mario Mora, Nieves Movilla, José Manuel García Aznar, Iván Cortés-Domínguez & Carlos Ortiz-de-Solorzano
The migration of cancer cells is highly regulated by the biomechanical properties of their local microenvironment. Using 3D scaffolds of simple composition, several aspects of cancer cell mechanosensing (signal transduction, EMC remodeling, traction forces) have been separately analyzed in the context of cell migration. However, a combined study of these factors in 3D scaffolds that more closely resemble the complex microenvironment of the cancer ECM is still missing. Here, we present a comprehensive, quantitative analysis...

Subjective Quality Labelled Time-Scale Modification of Audio Dataset

Timothy Roberts
This dataset contains source and processed audio files designed primarily for use with Time-Scale Modification (TSM) research. 88 source files were processed at 10 different time-scale ratios by 6 different TSM algorithms resulting in training set of 5280 files. Each file was then subjectively evaluated by a minimum of 7 participants providing opinion scores. Mean Opinion Scores (MeanOS) and Median Opinion Scores (MedianOS) are provided for each file. An additional 20 files were processed at...

WIKIBIOCN

Juan Cao
A Chinese dataset for table-to-text generation named WIKIBIOCN which inculeds 33,244 biography sentences with related tables from Chinese Wikipedia (July 2018).The dataset is divided into training set (30,000), verification set (1000) and test set (2,244).

Light-field microscopy data

Pingfan Song
This dataset contains light-field microscopy images and converted sub-aperture images.The folder with the name "Light-fieldMicroscopeData" contains raw light-field data. The file LFM_Calibrated_frame0-9.tif contains 9 frames of raw light-field microscopy images which has been calibrated. Each frame corresponds to a specific depth. The 9 frames cover a depth range from 0 um to 32 um with step size 4 um. Files with name LFM_Calibrated_frame?.png are the png version for each frame.The folder with the name "SubapertureImgsArray"...

Registration Year

  • 2020
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Resource Types

  • Dataset
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