Nikos Temenos

National Technical University of Athens — Greece

Computer Science · Physical Sciences

8h-index396citations37works8.82yr avg
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Research Topics

Error Correcting Code Techniques(10), Numerical Methods and Algorithms(10), Analog and Mixed-Signal Circuit Design(9), Advancements in PLL and VCO Technologies(9), Evolutionary Algorithms and Applications(6)

Publications37 total

An Explainable AI Framework to better Understand the Hidden Relationships of Human Mortality with Socio-Economic and Environmental Urban Dynamics
SSRN Electronic Journal·2026Open Access
Isomorphic structured pruning of temporal CNNs for scalable NILM on edge devices
Energy Reports·2025Open Access
Band-Focused Adversarial Attacks on Multispectral Images Exposing Hidden Vulnerabilities in Land Use Land Cover Scenery Classification
2025
UAVINE-XAI: eXplainable AI-Based Spectral Band Selection for Vineyard Monitoring Using UAV Hyperspectral Data
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing·2025· 7 citedOpen Access
Isomorphic Structured Pruning of Temporal Cnns for Scalable Nilm on Edge Devices
SSRN Electronic Journal·2025Open Access
BauXAIte: An Explainable AI Framework for UAV Multisensor-Driven Bauxite Stockpile Mapping and Classification
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing·2025Open Access
Towards edge-computed NILM: Insights from a Mediterranean Use Case
2024· 2 citedOpen Access
Identifying False Negative Flood Events Using Interpretable Deep Learning Framework
2024· 2 citedOpen Access
Zeekflow+: A Deep LSTM Autoencoder with Integrated Random Forest Classifier for Binary and Multi-class Classification in Network Traffic Data
2024· 4 citedOpen Access
A Pre-Training Pruning Strategy for Enabling Lightweight Non-Intrusive Load Monitoring On Edge Devices
2024· 5 cited
C2A-DC: A context-aware adaptive data cube framework for environmental monitoring and climate change crisis management
Remote Sensing Applications Society and Environment·2024· 12 citedOpen Access
Enhancing Internet of Medical Things security with artificial intelligence: A comprehensive review
Computers in Biology and Medicine·2024· 73 cited
Multi-Spectral Band Selection and Spatial Explanations Using XAI Algorithms in Remote Sensing Applications
2023· 5 cited
Time-based Memristor Crossbar Array Programming for Stochastic Computing Parallel Sequence Generation
2023· 2 cited
A Stochastic Computing Sigma-Delta Adder Architecture for Efficient Neural Network Design
IEEE Journal on Emerging and Selected Topics in Circuits and Systems·2023· 12 cited
Interpretable Deep Learning Framework for Land Use and Land Cover Classification in Remote Sensing Using SHAP
IEEE Geoscience and Remote Sensing Letters·2023· 163 citedOpen Access
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·2022· 4 cited
Compact MAX and MIN Stochastic Computing architectures
Integration·2022· 2 cited
Modeling a Stochastic Computing Nonscaling Adder and its Application in Image Sharpening
IEEE Transactions on Circuits & Systems II Express Briefs·2022· 12 cited
On the Exploration of Automatic Building Extraction from RGB Satellite Images Using Deep Learning Architectures Based on U-Net
Technologies·2022· 18 citedOpen Access
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Frequent Co-authors

Paul P. Sotiriadis(21), Αναστάσιος Τέμενος(10), Nikolaos Doulamis(10), Charis Basetas(10), Anastasios Doulamis(7), Anastasios Doulamis(6), Ioannis Rallis(4), Sotirios Athanasoulias(4), Isidoros Kokos(3), Nikolaos Ipiotis(3), Maria Kaselimi(2), Sotirios Messinis(2), Dimitris Kalogeras(2), Margarita Skamantzari(2), Ilias Kappos(2), Pedro Antonio Garcia-Abadillo Navaro(2), Nicholas Ε. Protonotarios(1), Ioannis N. Tzortzis(1), Anastasis Vlachos(1), Olympia Kourounioti(1)