Mendeley Data

Wearables & Human Activity Sep 14, 2026

WHAMAP — Multi-IMU Activity and Fatigue Dataset

1,143,070 rows across 80 activity traces from 10 participants; each trace has 78 fields from five IMUs, a smartphone and activity/fatigue metadata.

#wearable #human activity recognition #imu #fatigue +4 more

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Mendeley Data

Wearables & Human Activity Sep 14, 2026

WristSense — Wrist-Wear Data for Aggressive-Tendency Research

Wristwatch-derived measurements for researching aggressive tendencies: 40 participants, eight days each within a three-month collection period, with processed and augmented tables.

#wearable #smartwatch #heart rate #blood oxygen +4 more

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UCI Machine Learning Repository

Smart Home & Buildings Sep 14, 2026

Room Occupancy Estimation with Seven Wireless Sensor Nodes

10,129 observations with 19 columns, including four sound channels and an occupancy target, from a seven-node indoor sensing installation.

#smart building #occupancy estimation #wireless sensor network #co2 +4 more

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UCI Machine Learning Repository

Smart Home & Buildings Sep 14, 2026

Continuous Ambient-Sensor Activity Data from Smart Homes

Continuous smart-home sensor events and activity-recognition representations; UCI reports 13,956,534 instances, with raw and engineered-feature files.

#smart home #ambient sensors #activity recognition #zigbee +4 more

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UCI Machine Learning Repository

Healthcare & Medical IoT Sep 14, 2026

Single-Elder Home Monitoring with Gas and Position Sensors

A single older adult’s home: 416,153 gas/environmental rows plus 28,478 sparse room-motion events, in separate tables with different schemas.

#healthcare #elder care #smart home #gas sensors +5 more

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UCI Machine Learning Repository

Healthcare & Medical IoT Sep 14, 2026

Wearable Sensor Data for Physical Therapy Exercises

Five participants, eight physical-therapy exercises and three execution styles; 275,603 synchronized time points across five wearable sensor units.

#healthcare #physical therapy #wearable sensing #accelerometer +4 more

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UCI Machine Learning Repository

Wearables & Human Activity Sep 14, 2026

HARTH — Free-Living Human Activity Recognition Dataset

6,461,328 annotated samples from 22 free-living participants wearing two accelerometers; CSVs contain eight core fields, with extra index columns in three files.

#wearable #human activity recognition #free living #accelerometer +4 more

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UCI Machine Learning Repository

Smart Home & Buildings Sep 14, 2026

MOX Gas Sensors for Home Activity Monitoring

928,991 measured rows with 12 columns across 99 recording IDs; the accompanying metadata lists 100 background, wine and banana sessions.

#smart home #gas sensors #mox #electronic nose +4 more

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Mendeley Data

Cybersecurity Jul 29, 2026

Smart Home Intrusion Detection Dataset — 7 Attack Scenarios

Smart home traffic captured under normal operation and seven multi-stage attack scenarios across heterogeneous end devices. CC BY 4.0, published 2026.

#iot security #intrusion detection #smart home #network traffic +3 more

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Frontiers

Cybersecurity Jul 29, 2026

TRUSTLab: IoT/Edge Intrusion Detection Flow Dataset

About 4.6 million labelled bi-flows with 80 CICFlowMeter features, covering 15 attack families plus benign traffic in 16 single-class files. CC BY 4.0.

#iot security #intrusion detection #cicflowmeter #network flows +4 more

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IoTSyn · Generated

Smart Home Jul 29, 2026 Interactive Data

Synthetic Smart Home IoT Sensor Dataset — 22°C, 400 Rows

Free CC0 synthetic dataset: 400 rows of indoor temperature, humidity, CO2, light and occupancy readings. 22°C. Reproducible from its seed.

#smart home #iot #home automation #hvac +10 more

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IoTSyn · Generated

Smart City Jul 28, 2026 Interactive Data

Synthetic Smart City IoT Dataset — Noisy Event, 1K Rows

Free CC0 synthetic dataset: 1,000 rows of UTCI thermal comfort, PM2.5 and NO2 air quality, occupancy and LAeq noise. Noisy Event.

#smart city #public spaces #urban sensing #utci +16 more

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