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Employment (2)

Institute of Communication & Computer Systems “ICCS”: Zografos, Attica, GR

2023 to present | Post-Doctoral Researcher
Employment
Source: Self-asserted source
Nikos Temenos

Ethniko Metsobio Polytechneio: Athens, GR

2023 to present | Post-Doctoral Researcher (School of Electrical and Computer Engineering)
Employment
Source: Self-asserted source
Nikos Temenos

Education and qualifications (3)

National Technical University of Athens: Athens, GR

2017 to 2023 | PhD (School of Electrical and Computer Engineering)
Education
Source: Self-asserted source
Nikos Temenos

National and Kapodistrian University of Athens: Athens, GR

2015 to 2017 | MSc Microelectronics (Department of Informatics and Telecommunications)
Education
Source: Self-asserted source
Nikos Temenos

Technological Educational Institute of Piraeus: Aigáleo, GR

2010 to 2015 (Department of Computer Systems Engineering)
Education
Source: Self-asserted source
Nikos Temenos

Professional activities (1)

IEEE: New York, NY, US

2013-01-01 to present (Electrical and Computer Engineering)
Membership
Source: Self-asserted source
Nikos Temenos

Funding (1)

HFRI

2019 to 2022 | Grant
Hellenic Foundation for Research and Innovation (Athens, GR)
GRANT_NUMBER:

1216
Source: Self-asserted source
Nikos Temenos

Works (11)

Zeekflow+: A Deep LSTM Autoencoder with Integrated Random Forest Classifier for Binary and Multi-class Classification in Network Traffic Data

2024-06-26 | Conference paper
DOI: 10.1145/3652037.3663908
Contributors: Emmanouil Arapidis; Nikos Temenos; Dimitris Giagkos; Ioannis Rallis; Dimitris Kalogeras; Nikolaos Papadakis; Antonis Litke; Sotirios C. Messinis
Source: check_circle
Crossref

Enhancing Internet of Medical Things security with artificial intelligence: A comprehensive review

Computers in Biology and Medicine
2024-03 | Journal article
DOI: 10.1016/j.compbiomed.2024.108036
Contributors: Sotirios Messinis; Nikos Temenos; Nicholas E. Protonotarios; Ioannis Rallis; Dimitrios Kalogeras; Nikolaos Doulamis
Source: check_circle
Crossref

A Stochastic Computing Sigma-Delta Adder Architecture for Efficient Neural Network Design

IEEE Journal on Emerging and Selected Topics in Circuits and Systems
2023 | Journal article
DOI: 10.1109/JETCAS.2023.3243950
Contributors: Nikos Temenos; Paul P. Sotiriadis
Source: check_circle
Crossref

Interpretable Deep Learning Framework for Land Use and Land Cover Classification in Remote Sensing Using SHAP

IEEE Geoscience and Remote Sensing Letters
2023 | Journal article
DOI: 10.1109/LGRS.2023.3251652
Contributors: Anastasios Temenos; Nikos Temenos; Maria Kaselimi; Anastasios Doulamis; Nikolaos Doulamis
Source: check_circle
Crossref

A Markov Chain Framework for Modeling the Statistical Properties of Stochastic Computing Finite-State Machines

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
2023-06 | Journal article
DOI: 10.1109/TCAD.2022.3211487
Contributors: Nikos Temenos; Paul P. Sotiriadis
Source: check_circle
Crossref

Compact MAX and MIN Stochastic Computing architectures

Integration
2022-11 | Journal article
DOI: 10.1016/j.vlsi.2022.06.006
Contributors: Paul P. Sotiriadis; Nikos Temenos
Source: check_circle
Crossref

Modeling a Stochastic Computing Nonscaling Adder and its Application in Image Sharpening

IEEE Transactions on Circuits and Systems II: Express Briefs
2022-05 | Journal article
DOI: 10.1109/TCSII.2022.3161991
Contributors: Nikos Temenos; Paul P. Sotiriadis
Source: check_circle
Crossref

On the Exploration of Automatic Building Extraction from RGB Satellite Images Using Deep Learning Architectures Based on U-Net

Technologies
2022-01-29 | Journal article
DOI: 10.3390/technologies10010019
Part of ISSN: 2227-7080
Contributors: Nikos Temenos
Source: Self-asserted source
Nikos Temenos

Efficient Stochastic Computing FIR Filtering Using Sigma-Delta Modulated Signals

Technologies
2022-01-20 | Journal article
DOI: 10.3390/technologies10010014
Part of ISSN: 2227-7080
Contributors: Nikos Temenos
Source: Self-asserted source
Nikos Temenos

Stochastic Computing Max & Min Architectures Using Markov Chains: Design, Analysis, and Implementation

IEEE Transactions on Very Large Scale Integration (VLSI) Systems
2021-11 | Journal article
DOI: 10.1109/TVLSI.2021.3114424
Contributors: Nikos Temenos; Paul P. Sotiriadis
Source: check_circle
Crossref

Nonscaling Adders and Subtracters for Stochastic Computing Using Markov Chains

IEEE Transactions on Very Large Scale Integration (VLSI) Systems
2021-09 | Journal article
DOI: 10.1109/TVLSI.2021.3095353
Contributors: Nikos Temenos; Paul P. Sotiriadis
Source: check_circle
Crossref

Peer review (61 reviews for 8 publications/grants)

Review activity for Automatika. (1)
Review activity for Expert systems with applications. (13)
Review activity for IEEE journal of selected topics in applied earth observations and remote sensing. (11)
Review activity for IEEE journal on emerging and selected topics in circuits and systems. (15)
Review activity for IEEE transactions on circuits and systems. (6)
Review activity for IEEE transactions on circuits and systems. (9)
Review activity for IEEE transactions on computers. (3)
Review activity for IEEE transactions on geoscience and remote sensing : (3)
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