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Machine Learning, VLSI, Signal Processing

Activities

Education and qualifications (4)

University of Turku: Turku, FI

2014-04-16 to present | PhD. ICT- Embedded Electronics ( ongoing) + Postdoctoral Researcher (Department of Computing + https://www.utu.fi/en/people/amleset-kelati)
Education
Source: Self-asserted source
Amleset Kelati

Royal Institute of Technology: Stockholm, Stockholm, SE

2016-07-22 to 2021-12-10 | Ph.D. (Tech) (Electronics and Embedded systems)
Education
Source: Self-asserted source
Amleset Kelati

Kungliga Tekniska Högskolan: Stockholm, SE

2002-09-01 to 2006-03-05 | MSc. Electrical Engineering (Electrical Engineering , Electronics and Embedded Systems )
Education
Source: Self-asserted source
Amleset Kelati

Chalmers University of Technology: Gothenburg, SE

1999-09-01 to 2001-02-01 | MSc. Communication Engineering (Communication Engineering, Signals and Systems)
Education
Source: Self-asserted source
Amleset Kelati

Professional activities (1)

IEEE: Stockholm, Sweden section, SE

2016-01-01 to present | Senior member (Women in Engineering (WIE) and Signal processing (SSP)( Chair))
Membership
Source: Self-asserted source
Amleset Kelati

Works (24)

Real-Time Classification of Pain Level Using Zygomaticus and Corrugator EMG Features

Electronics
2022-05-24 | Journal article
Contributors: Amleset Kelati; Ethiopia Nigussie; Imed Ben Dhaou; Juha Plosila; Hannu Tenhunen
Source: check_circle
Crossref
grade
Preferred source (of 3)‎

IoT for Home Energy Management (HEM) Using FPGA

2021 IEEE 9th International Conference on Smart Energy Grid Engineering (SEGE)
2021-08-11 | Conference paper
Contributors: Amleset Kelati
Source: Self-asserted source
Amleset Kelati
grade
Preferred source (of 2)‎

Implementation of K-nearest Neighbor on Field Programmable Gate Arrays for Appliance Classification

2020 IEEE 8th International Conference on Smart Energy Grid Engineering (SEGE)
2020-08 | Conference paper
Source: Self-asserted source
Amleset Kelati

CHALLENGE DRIVEN EDUCATION IN USING EMERGING TECHNOLOGY TO NARROW THE GAP BETWEEN THE AGEING POPULATION AND HEALTH CAREGIVERS

2020-07 | Conference paper
Contributors: Amleset Kelati; Helen Maziku; Joha Plosila; Nerey Mvungi; Hannu Tenhunen
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Machine Learning for sEMG Facial Feature Characterization

2019 Signal Processing: Algorithms, Architectures, Arrangements, and Applications (SPA)
2019-09 | Conference paper
Part of ISBN: 978-83-62065-36-3
Source: Self-asserted source
Amleset Kelati

Smart Meter Load Profiling for e-Health Monitoring System

2019 IEEE 7th International Conference on Smart Energy Grid Engineering (SEGE)
2019-08 | Conference paper
Source: Self-asserted source
Amleset Kelati

IoT based Appliances Identification Techniques with Fog Computing for e-Health

2019 IST-Africa Week Conference (IST-Africa)
2019-05 | Conference paper
Part of ISBN: 978-1-7281-2673-9
Source: Self-asserted source
Amleset Kelati

Wearable in a cloud

Proceedings of the 2018 IEEE/ACM International Conference on Connected Health: Applications, Systems and Engineering Technologies
2018-09-26 | Conference paper
Source: Self-asserted source
Amleset Kelati

Application of IEEE 802.1X in HiperLAN type 2 Security Protocol for WLAN

Other
DOI:

20.500.12380/301518

OTHER-ID:

003ce964-fd0a-4e2b-baf4-4c510acf8f00

Contributors: Amleset Kelati
Source: check_circle
University of Turku

Biosignal Feature Extraction Techniques for IoT Healthcare Platform

Other
OTHER-ID:

2a3f0277-fc40-4e34-bb81-d3a521e9a258

Source: check_circle
University of Turku

Biosignal Monitoring Platform Using Wearable IoT

Other
OTHER-ID:

790911a3-ed58-4679-899b-2d7ee670c75e

Source: check_circle
University of Turku

CDE for ICT Innovation Through the IoT Based iGrid Project in Tanzania

Other
OTHER-ID:

23d7d283-c956-41e3-80e9-ca46ec79af14

Source: check_circle
University of Turku

Challenge driven education in the context of internet of things

Other
OTHER-ID:

2458f163-b455-4a7a-9f1c-f896278b589d

WOSUID:

000491356002086

Source: check_circle
University of Turku

Challenges for Teaching and Learning Activities (TLA) at Engineering Education

Other
OTHER-ID:

343e7450-93ae-4cfd-beab-65a87f0580dd

WOSUID:

000448704004017

Source: check_circle
University of Turku

Communication and security technologies for smart grid

Journal article
OTHER-ID:

e2002061-8fab-4388-9cf3-e3880294306d

Source: check_circle
University of Turku

Data-driven Implementations for Enhanced Healthcare Internet-of-Things Systems

Other
OTHER-ID:

5e8ffd39-5f4b-4b53-b811-9f18986f5805

Source: check_circle
University of Turku

Implementation of K-nearest Neighbor on Field Programmable Gate Arrays for Appliance Classification

Other
OTHER-ID:

49f115d8-b98d-4539-a538-5ff7d58f5e52

Source: check_circle
University of Turku

Implementation of non-intrusive appliances load monitoring (NIALM) on k-nearest neighbors (k-NN) classifier

Journal article
OTHER-ID:

637f9e7e-de8b-4ef1-910e-f8f35de70b4d

Source: check_circle
University of Turku

Integrating Smart Meter Load Profiling for Enhanced Data Insights and Patient Care

Other
OTHER-ID:

4820cf89-3f32-4a85-ac8f-19c2f02cc239

Source: check_circle
University of Turku
grade
Preferred source (of 2)‎

Smart Meter Design for e-Health monitoring on the Smart Grid System

Other
OTHER-ID:

1f4ca434-4a41-46f6-82d3-86e4d4ad8bf0

Source: check_circle
University of Turku

Smart Meter Load Profiling for e-Health Monitoring System

Other
OTHER-ID:

a008b95b-5c4e-4653-ad7c-28fe0549d0bb

Source: check_circle
University of Turku

THE ROLE OF CHALLENGE DRIVEN LEARNING IN ACTIVATING INDUSTRY-ACADEMIA COOPERATION IN LOW-INCOME COUNTRIES

Other
OTHER-ID:

c020c3f9-a797-4d7a-9002-83a2c3304d3f

Source: check_circle
University of Turku

Theory and Implementation of CMOS Class-D Digital Audio Amplifier for Portable Application

Other
DOI:

OAI: oai:DiVA.org:kth-143518 DiVA, id: diva2:706850

OTHER-ID:

de045904-aa80-4231-8acc-ce1739bc5365

Contributors: Amleset Kelati
Source: check_circle
University of Turku

Wearable in a Cloud

Other
DOI:

10.1145/ 3278576.3278579

OTHER-ID:

005b1360-ad93-44f9-9a28-2837808858f1

Source: check_circle
University of Turku