11,407 Works

Malware Analysis Datasets: API Call Sequences

Angelo Oliveira
This dataset is part of our research on malware detection and classification using Deep Learning. It contains 42,797 malware API call sequences and 1,079 goodware API call sequences. Each API call sequence is composed of the first 100 non-repeated consecutive API calls associated with the parent process, extracted from the 'calls' elements of Cuckoo Sandbox reports.

Proprioceptive Sensor Dataset for Quadruped Robots

Geoff Fink
These datasets are of the hydraulically actuated robot HyQ’s proprioceptive sensors. They include absolute and relative encoders, force and torque sensors, and MEMS-based and fibre optic-based inertial measurement units (IMUs). Additionally, a motion capture system recorded the ground truth data with millimetre accuracy. In the datasets HyQ was manually controlled to trot in place or move around the laboratory. The sequence includes: forward and backwards motion, side-to-side motion, zig-zags, yaw motion, and a mix of...

Plantar Thermogram Database for the Study of Diabetic Foot Complications

Daniel Hernández-Contreras, Hayde Peregrina-Barreto, Jose Rangel-Magdaleno & Francisco Renero-Carrillo
The presented database contains thermal images (thermograms) of the plantar region. The database was obtained from 122 subjects with a diabetes diagnosis (DM group) and 45 non-diabetic subjects (control group). The relevance of this database consists in to study how the temperature is distributed in the plantar region of both groups and how their differences can be measured. Previous reports in the literature have established that an increase in the plantar temperature is associated with...

WiFi RSSI Indoor Localization

Minh Tu Hoang, Xiaodai Dong, Tao Lu, Brosnan Yuen & Robert Westendorp
A reliable and comprehensive public WiFi fingerprinting database for researchers to implement and compare the indoor localization’s methods.The database contains RSSI information from 6 APs conducted in different days with the support of autonomous robot.We use an autonomous robot to collect the WiFi fingerprint data. Our 3-wheel robot has multiple sensors including wheel odometer, an inertial measurement unit (IMU), a LIDAR, sonar sensors and a color and depth (RGB-D) camera. The robot can navigate to...

Lytro Illum Calibration Dataset

Nuno Barroso Monteiro, Joao P. Barreto & José António Gaspar
Calibration datasets used in the article Standard Plenoptic Cameras Mapping to Camera Arrays and Calibration based on DLT. These datasets were acquired with a Lytro Illum camera using two calibration grids with different sizes: 8 × 6 grid of 211 × 159 mm (Big Pattern) with approximately 26.5 mm cells, and 20×20 grid of 121.5 × 122 mm (Small Pattern) with approximately 6.1 mm cells. Each dataset acquired is composed of 66 fully observable poses...

Social network graph structure

xuefeng Li
The users graph structure of Sina network.

Nyx Cosmological Simulation Dataset

Christopher Biwer
Cosmological simulation dataset based on compressible cosmological hydrodynamics simulation code Nyx (https://ccse.lbl.gov/Research/NYX/). The Nyx simulation data are post-analysis data composed of 3D arrays in space (such as dark matter density and temperature).

Nyx Cosmological Simulation Data

Zarija Lukic
Cosmological simulation dataset based on LBNL compressible cosmological hydrodynamics simulation code Nyx (https://ccse.lbl.gov/Research/NYX/). The Nyx simulation data are post-analysis data composed of 3D arrays in space (such as dark matter density, baryon density, temperature, and velocity).

Discriminative Concept Learning Network: Sample Source Code and Supplement (Project Archive)

Qiao Wang, Sylvia Young, Aaron Harwood & Cheng Soon Ong
Summary: The archive of DCLN project (https://sourceforge.net/projects/dcln/) is provided.Code & Script v2.0: Written in C/C++, running on Linux. Check shell script './dcln.sh' for usage info. The script 'run.sh' relates to the exercises in Section V of the main paper.Document: Details of hyperparameters tuning, data preprocessing and code compiling are given.Data: Four nonlinear simulation datasets are provided (Fig. 2 of the main paper). Each study includes ~2000 training samples and ~2000 test samples. Also, a script...

Discriminative Concept Learning Network: Sample Source Code and Supplement (Project Archive)

Qiao Wang, Sylvia Young, Aaron Harwood & Cheng Soon Ong
Summary: The archive of DCLN project (https://sourceforge.net/projects/dcln/) is provided.Code & Script: Written in C/C++, running on Linux. Check './dcln.sh' for usage info. A script 'prediction.sh' is used to run through 4 simulation studies in Section III of the main paper. The script 'run.sh' relates to the exercises in Section V of the main paper. Mature package release v2.0 with minor bugs fixed.Document: Details of hyperparameters tuning, data preprocessing and code compiling are given.Data: Four nonlinear...

Discriminative Concept Learning Network: Sample Source Code and Supplement (Project Archive)

Qiao Wang, Sylvia Young, Aaron Harwood & Cheng Soon Ong
Summary: The archive of DCLN project (https://sourceforge.net/projects/dcln/) is provided.Code & Script: Written in C/C++, running Shell scripts on Linux system. Check './dcln.sh' for usage info. Mature package release v2.0 with minor bugs fixed.Document: Details of hyperparameters tuning, data preprocessing and code compiling are given.Data: Four nonlinear simulation datasets are provided (Fig. 2 of the main paper). Each study has ~2000 training samples and ~2000 test samples.

Objective Function Linearization

Guangsheng Pan
Please see the document.

Carotid single plane wave imaging

Sebastien Salles
CHALLENGE ON ULTRASOUND BEAMFORMING WITH DEEP LEARNING (CUBDL)

Arc Flash IE and Iarc Calculators

IEEE Standards Association
The excel spreadsheet files provide access to a functional Arc Flash Calculator that includes various equipment configurations (VCB, VCBB, HCB, VOA and HOA), Incident Energy and voltage ranges.As equipment’s configuration and input fields are presented, the user will be able to key entry specific data using the proper input fields and/or pull down menus provided. All variables and constants are defined. When all variables inputs have been entered, and proper equipment configuration has been selected,...

ZhaChaolin's Datagroup

Chaolin Zha
I am an applied physics scientist and an elctric engineer, focusing on solar photovoltaic science and engineerings, in particular PV/storage smart powering system.

Arc Flash Phenomena

IEEE Standards Association & NFPA National Fire Protection Association
This set of data provides test results for designers and facility operators to apply in determining the arc-flash hazard distance and the incident energy to which employees could be exposed during their work on or near electrical equipment.

Arc Flash IE and Iarc Calculators

IEEE Standards Association
The excel spreadsheet files provide access to a functional Arc Flash Calculator that includes various equipment configurations (VCB, VCBB, HCB, VOA and HOA), Incident Energy and voltage ranges.As equipment’s configuration and input fields are presented, the user will be able to key entry specific data using the proper input fields and/or pull down menus provided. All variables and constants are defined. When all variables inputs have been entered, and proper equipment configuration has been selected,...

ArPC a corpus for paraphrase identification in Arabic text

Alaa Altheneyan & Mohamed Menai
ArPC is an Arabic paraphrase identification corpus. It consists of 1331 sentence pairs along with their binary score that indicates weather the pairs are paraphrase or not. The corpus has been manually annotated by three Arabic native speakers.

Dataset under construction about blockchain

Islam El-Sayed
A new dataset to prepare for a new project

Dataset under construction about blockchain

Islam El-Sayed
A new dataset to prepare for a new project

Long-term 3DC Dataset

Ulysse Côté-Allard, Gabriel Gagnon-Turcotte, Angkoon Phinyomark, Kyrre Glette, Erik Scheme, François Laviolette & Benoit Gosselin
Long-term 3DC Dataset as described in Virtual Reality to Study the Gap Between Offline and Real-Time EMG-based Gesture Recognition

New concept high quality high performance hearing aid

Oksang Jin
A 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 launched, introducing high performance amplifier circuits and...

In-smoking respiration and hand gesture IMU signals

volkan senyurek, Edward Sazonov, Stephan Tiffany, Masudul Imtiaz & Prajakta Belsare
These CSV files contain the wearable sensor data (RIP and IMU )collected from forty subjects during multiple cigarette smoking sessions.Unix_time;Air_volume;Acc_x;Acc_y;Acc_z;Gyro_z;Gyro_y;Gyro_z;Puff_label1508422775.107716;0.152453;-0.299239;0.643658;0.551803;-19.422554;-5.030965;-0.513648;01508422775.117717;0.158024;-0.295076;0.644872;0.550053;-12.148512;-7.795601;1.466739;01508422775.127717;0.163883;-0.290974;0.647284;0.549203;-4.083356;-10.720964;3.481177;01508422775.137717;0.169834;-0.286920;0.650502;0.550134;4.671266;-13.769435;5.529415;01508422775.147718;0.175980;-0.282592;0.654563;0.553597;13.979452;-16.823568;7.575012;01508422775.157718;0.182117;-0.277179;0.659758;0.559042;23.628141;-19.757325;9.542117;01508422775.167718;0.188229;-0.270221;0.665873;0.564969;33.305498;-22.496849;11.374955;01508422775.177719;0.194513;-0.261979;0.673034;0.570075;42.701115;-24.985147;13.056668;01508422775.187719;0.200926;-0.253093;0.682405;0.573717;51.593177;-27.171810;14.570514;01508422775.197719;0.207171;-0.244214;0.695092;0.575952;59.874517;-29.030667;15.881838;01508422775.207719;0.213248;-0.235723;0.711265;0.577308;67.565673;-30.553937;16.963801;01508422775.217720;0.219274;-0.227696;0.730104;0.578480;74.787456;-31.742250;17.817791;01508422775.227720;0.225176;-0.220078;0.750075;0.579927;81.676203;-32.599463;18.456894;01508422775.237720;0.231179;-0.212882;0.769619;0.581492;88.295862;-33.132336;18.887571;01508422775.247721;0.237298;-0.206192;0.787704;0.582356;94.607785;-33.351479;19.108364;01508422775.257721;0.243359;-0.200163;0.803707;0.581440;100.475061;-33.270067;19.119319;01508422775.267721;0.249413;-0.195036;0.817074;0.577794;105.658952;-32.897144;18.930358;01508422775.277722;0.255340;-0.191107;0.827287;0.570926;109.820421;-32.231325;18.558514;01508422775.287722;0.261106;-0.188594;0.834244;0.561007;112.570786;-31.253126;18.023488;01508422775.297722;0.266806;-0.187517;0.838732;0.548850;113.562244;-29.928963;17.343627;01508422775.307723;0.272397;-0.187681;0.842282;0.535599;112.613273;-28.241053;16.536391;01508422775.317723;0.277908;-0.188643;0.846486;0.522365;109.817024;-26.209185;15.616212;0

The 904-bus system data

Linzhi Li
The data used in Section 4.3 of the paperA State-Failure–Network Method to Identify Critical Components in Power Systems.

A sample of the labeled dataset of tongue images

Chunlei Tang, Dan Shi, Xiao Shi & Yun Xiong
This is a tongue image dataset collected from the inpatient elderly population at a tertiary hospital in Shanghai, China. The data acquisition device, we called the intelligent mirror, is a light-field camera using CIE L*a*b* (CIELAB) with a patent number as CN201520303463.5. The main parameters produced by the intelligent mirror initially are the color of the tongue, tongue coating, lip, and face. We manually labeled the dataset with several other parameters based on traditional Chinese...

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