Dimosthenis Ioannidis

Orcid: 0000-0002-5747-2186

According to our database1, Dimosthenis Ioannidis authored at least 114 papers between 2007 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
Data-Driven AI Models within a User-Defined Optimization Objective Function in Cement Production.
Sensors, February, 2024

Energy load forecasting: one-step ahead hybrid model utilizing ensembling.
Computing, January, 2024

2023
D^2EPC BIM-based Digital Twin data model example and real-time building measurements.
Dataset, October, 2023

Energformer: A New Transformer Model for Energy Disaggregation.
IEEE Trans. Consumer Electron., August, 2023

Energy generation forecasting: elevating performance with machine and deep learning.
Computing, August, 2023

An Ultra-low-power Embedded AI Fire Detection and Crowd Counting System for Indoor Areas.
ACM Trans. Embed. Comput. Syst., July, 2023

A scalable, secure, and semantically interoperable client for cloud-enabled Demand Response.
Future Gener. Comput. Syst., April, 2023

A Deep Regression Framework Toward Laboratory Accuracy in the Shop Floor of Microelectronics.
IEEE Trans. Ind. Informatics, March, 2023

DSF Core: Integrated Decision Support for Optimal Scheduling of Lifetime Extension Strategies for Industrial Equipment.
Sensors, February, 2023

Utilizing machine learning on freight transportation and logistics applications: A review.
ICT Express, 2023

SmartBuild RecSys: A Recommendation System Based on the Smart Readiness Indicator for Energy Efficiency in Buildings.
Algorithms, 2023

Towards a Secure and Transparent Blockchain-Based System for e-Commerce Deliveries.
Proceedings of the Innovative Security Solutions for Information Technology and Communications, 2023

Utilizing an adaptive window rolling median methodology for time series anomaly detection.
Proceedings of the 4th International Conference on Industry 4.0 and Smart Manufacturing (ISM 2023), 2023

A Guide to Visual Comfort: An Overview of Indices and Its Applications.
Proceedings of the Artificial Intelligence Applications and Innovations. AIAI 2023 IFIP WG 12.5 International Workshops, 2023

Semantic Interoperability for Managing Energy-Efficiency and IEQ: A Short Review.
Proceedings of the Artificial Intelligence Applications and Innovations. AIAI 2023 IFIP WG 12.5 International Workshops, 2023

Realtime Multi-factor Dynamic Thermal Comfort Estimation for Indoor Environments.
Proceedings of the Artificial Intelligence Applications and Innovations. AIAI 2023 IFIP WG 12.5 International Workshops, 2023

Ensuring Reliability in Smart Building IoT Operations Through Real-Time Holistic Data Treatment.
Proceedings of the Artificial Intelligence Applications and Innovations. AIAI 2023 IFIP WG 12.5 International Workshops, 2023

Self-protection of IoT Gateways Against Breakdowns and Failures Enabling Automated Sensing and Control.
Proceedings of the Artificial Intelligence Applications and Innovations. AIAI 2023 IFIP WG 12.5 International Workshops, 2023

A Novel Social Collaboration Platform for Enhancing Energy Awareness.
Proceedings of the Artificial Intelligence Applications and Innovations. AIAI 2023 IFIP WG 12.5 International Workshops, 2023

Treating Common Problems Observed During Smart Building Control Real-Life Testing: Sharing Practical Experience.
Proceedings of the Artificial Intelligence Applications and Innovations. AIAI 2023 IFIP WG 12.5 International Workshops, 2023

Employing deep learning framework for improving solar panel defects using drone imagery.
Proceedings of the 24th International Conference on Digital Signal Processing, 2023

Towards a Hybrid Multi-Layer Blockchain-Based Energy Trading Market for Microgrids.
Proceedings of the IEEE International Conference on Cyber Security and Resilience, 2023

A Multi-Class Intrusion Detection System Based on Continual Learning.
Proceedings of the IEEE International Conference on Cyber Security and Resilience, 2023

Is the residential sector ready for prescriptive maintenance? A short analysis.
Proceedings of the 13th IEEE Annual Computing and Communication Workshop and Conference, 2023

2022

A comparison of 2DCNN network architectures and boosting techniques for regression-based textile whiteness estimation.
Simul. Model. Pract. Theory, 2022

A smarthome conversational agent performing implicit demand-response application planning.
Integr. Comput. Aided Eng., 2022

An interdisciplinary approach on efficient virtual microgrid to virtual microgrid energy balancing incorporating data preprocessing techniques.
Computing, 2022

Cognitive analytics platform with AI solutions for anomaly detection.
Comput. Ind., 2022

A Decentralized Secured Data sharing Framework for IoT Networks.
Proceedings of the 8th IEEE World Forum on Internet of Things, 2022

An Encryption Scheme using Dynamic Keys and Stream Ciphers for Embedded Devices.
Proceedings of the 11th Mediterranean Conference on Embedded Computing, 2022

Digital Twin application on next-generation Building Energy Performance Certification scheme.
Proceedings of the IEEE International Smart Cities Conference, 2022

Anomaly Detection in Small-Scale Industrial and Household Appliances.
Proceedings of the Artificial Intelligence Applications and Innovations. AIAI 2022 IFIP WG 12.5 International Workshops, 2022

Probabilistic Quantile Multi-step Forecasting of Energy Market Prices: A UK Case Study.
Proceedings of the Artificial Intelligence Applications and Innovations. AIAI 2022 IFIP WG 12.5 International Workshops, 2022

Non-intrusive Diagnostics for Legacy Heat-Pump Performance Degradation.
Proceedings of the Artificial Intelligence Applications and Innovations. AIAI 2022 IFIP WG 12.5 International Workshops, 2022

Proactive Buildings: A Prescriptive Maintenance Approach.
Proceedings of the Artificial Intelligence Applications and Innovations. AIAI 2022 IFIP WG 12.5 International Workshops, 2022

Environmental Feature Correlation and Meta-analysis for Occupancy Detection - A Real-Life Assessment.
Proceedings of the Artificial Intelligence Applications and Innovations. AIAI 2022 IFIP WG 12.5 International Workshops, 2022

Radio Frequency Energy Harvesting System and the Utilization of Blockchain Technologies in Agriculture.
Proceedings of the 10th International Conference on Information and Communication Technologies in Agriculture, 2022


2021
Introducing a novel approach in one-step ahead energy load forecasting.
Sustain. Comput. Informatics Syst., 2021

Machine Learning and Deep Learning in smart manufacturing: The Smart Grid paradigm.
Comput. Sci. Rev., 2021

An Autonomous Illumination System for Vehicle Documentation Based on Deep Reinforcement Learning.
IEEE Access, 2021

Freight transportation route time prediction with ensemble learning techniques.
Proceedings of the PCI 2021: 25th Pan-Hellenic Conference on Informatics, Volos, Greece, November 26, 2021

A Deep Learning-Based Dessert Recognition System for Automated Dietary Assessment.
Proceedings of the Wireless Mobile Communication and Healthcare, 2021

knowlEdge Project -Concept, Methodology and Innovations for Artificial Intelligence in Industry 4.0.
Proceedings of the 19th IEEE International Conference on Industrial Informatics, 2021

Short Term Net Imbalance Volume Forecasting Through Machine and Deep Learning: A UK Case Study.
Proceedings of the Artificial Intelligence Applications and Innovations. AIAI 2021 IFIP WG 12.5 International Workshops, 2021

On the Potential of SDN Enabled Network Deployment in Tactical Environments.
Proceedings of the Artificial Intelligence Applications and Innovations. AIAI 2021 IFIP WG 12.5 International Workshops, 2021

Cyber Attack Detection and Trust Management Toolkit for Defence-Related Microgrids.
Proceedings of the Artificial Intelligence Applications and Innovations. AIAI 2021 IFIP WG 12.5 International Workshops, 2021

District Energy Optimization Based on MLP Simulation.
Proceedings of the 11th IEEE Annual Computing and Communication Workshop and Conference, 2021

2020

Fault Diagnosis in Microelectronics Attachment Via Deep Learning Analysis of 3-D Laser Scans.
IEEE Trans. Ind. Electron., 2020

A generic fault prognostics algorithm for manufacturing industries using unsupervised machine learning classifiers.
Simul. Model. Pract. Theory, 2020

A Deep Learning framework for simulation and defect prediction applied in microelectronics.
Simul. Model. Pract. Theory, 2020

RECLAIM: Toward a New Era of Refurbishment and Remanufacturing of Industrial Equipment.
Frontiers Artif. Intell., 2020

Predictive Maintenance for Injection Molding Machines Enabled by Cognitive Analytics for Industry 4.0.
Frontiers Artif. Intell., 2020

Fault Diagnosis in Microelectronics Attachment via Deep Learning Analysis of 3D Laser Scans.
CoRR, 2020

A novel social gamified collaboration platform enriched with shop-floor data and feedback for the improvement of the productivity, safety and engagement in factories.
Comput. Ind. Eng., 2020

Towards the behavior analysis of chemical reactors utilizing data-driven trend analysis and machine learning techniques.
Appl. Soft Comput., 2020

Quaternionic keypoint description for multispectral imaging.
Proceedings of the SETN 2020: 11th Hellenic Conference on Artificial Intelligence, 2020


Occupancy Flow Control - Case Study: Elevator Cabin.
Proceedings of the Intelligent Technologies and Applications, 2020

Applying an Intelligent Personal Agent on a Smart Home Using a Novel Dialogue Generator.
Proceedings of the Artificial Intelligence Applications and Innovations, 2020

Demand Flexibility Estimation Based on Habitual Behaviour and Motif Detection.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Salient Object Detection with Pretrained Deeplab and k-Means: Application to UAV-Captured Building Imagery.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Quaternion Harris For Multispectral Keypoint Detection.
Proceedings of the IEEE International Conference on Image Processing, 2020

2019
User Acceptance Evaluation of a Gamified Knowledge Sharing Platform for Use in Industrial Environments.
Int. J. Serious Games, 2019

Transforming the supply-chain management and industry logistics with blockchain smart contracts.
Proceedings of the 23rd Pan-Hellenic Conference on Informatics, 2019

A Survey On Honeypots, Honeynets And Their Applications On Smart Grid.
Proceedings of the 5th IEEE Conference on Network Softwarization, 2019

Intelligent Information Management System for Decision Support: Application in a Lift Manufacturer's Shop Floor.
Proceedings of the IEEE International Symposium on INnovations in Intelligent SysTems and Applications, 2019

Anomaly Detection in Aluminium Production with Unsupervised Machine Learning Classifiers.
Proceedings of the IEEE International Symposium on INnovations in Intelligent SysTems and Applications, 2019

Data Analytics Platform for the Optimization of Waste Management Procedures.
Proceedings of the 15th International Conference on Distributed Computing in Sensor Systems, 2019

Forecasting Bath and Metal Height Features in Electrolysis Process.
Proceedings of the 15th International Conference on Distributed Computing in Sensor Systems, 2019

Gait Matching by Mapping Wearable to Camera Privacy-Preserving Recordings: Experimental Comparison of Multiple Settings.
Proceedings of the 6th International Conference on Control, 2019

Cybersecurity in SMEs: The Smart-Home/Office Use Case.
Proceedings of the 24th IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, 2019

Data Analytics Towards Predictive Maintenance for Industrial Ovens - A Case Study Based on Data Analysis of Various Sensors Data.
Proceedings of the Advanced Information Systems Engineering Workshops, 2019

2018
Human resource optimisation through semantically enriched data.
Int. J. Prod. Res., 2018

An Advanced Human-Robot Interaction Interface for Collaborative Robotic Assembly Tasks.
Int. J. Embed. Real Time Commun. Syst., 2018

Energy-based decision engine for household human activity recognition.
Proceedings of the 2018 IEEE International Conference on Pervasive Computing and Communications Workshops, 2018

A 3D Thermal Model for Real-Time Condition Monitoring of Electrochemical Processes.
Proceedings of the 13th IEEE Image, Video, and Multidimensional Signal Processing Workshop, 2018

A Secured and Trusted Demand Response system based on Blockchain technologies.
Proceedings of the 2018 Innovations in Intelligent Systems and Applications, 2018

Forecasting faults of industrial equipment using machine learning classifiers.
Proceedings of the 2018 Innovations in Intelligent Systems and Applications, 2018

2017
Key-frame Extraction With Semantic Graphs in Assembly Processes.
IEEE Robotics Autom. Lett., 2017

Comparison of detailed occupancy profile generative methods to published standard diversity profiles.
Pers. Ubiquitous Comput., 2017

Large vehicle recognition and classification for traffic management and flow optimization in narrow roads.
Proceedings of the 2017 IEEE SmartWorld, 2017

Improvement of the Workers' Satisfaction and Collaborative Spirit Through Gamification.
Proceedings of the Internet Science - 4th International Conference, 2017

An Approach to Development of System Architecture in Large Collaborative Projects.
Proceedings of the Advances in Production Management Systems. The Path to Intelligent, Collaborative and Sustainable Manufacturing, 2017

Towards a Semantically-Enriched Framework for Human Resource Management.
Proceedings of the Advances in Production Management Systems. The Path to Intelligent, Collaborative and Sustainable Manufacturing, 2017

An Advanced Human-Robot Interaction Interface for Teaching Collaborative Robots New Assembly Tasks.
Proceedings of the Interactive Collaborative Robotics - Second International Conference, 2017

Malfunction diagnosis in industrial process systems using data mining for knowledge discovery.
Proceedings of the International Conference on Engineering, Technology and Innovation, 2017

2016
Occupancy driven building performance assessment.
J. Innov. Digit. Ecosyst., 2016

Comparison of Detailed Occupancy Profile Generative Methods to Published Standard Diversity Profiles.
Proceedings of the 2016 Intl IEEE Conferences on Ubiquitous Intelligence & Computing, 2016

Robust malfunction diagnosis in process industry time series.
Proceedings of the 14th IEEE International Conference on Industrial Informatics, 2016

Semantically enriched industry data & information modelling: A feasibility study on shop-floor incident recognition.
Proceedings of the 14th IEEE International Conference on Industrial Informatics, 2016

Building Multi-occupancy Analysis and Visualization Through Data Intensive Processing.
Proceedings of the Artificial Intelligence Applications and Innovations, 2016

Real-time incident detection: An approach for two interdependent time series.
Proceedings of the 24th European Signal Processing Conference, 2016

2015
Activity related authentication using prehension biometrics.
Pattern Recognit., 2015

Recognizing suspicious activities in infrared imagery using appearance-based features and the theory of hidden conditional random fields for outdoor perimeter surveillance.
J. Electronic Imaging, 2015

Occupant-aware indoor monitoring for enhanced building analysis.
Proceedings of the Symposium on Simulation for Architecture & Urban Design, 2015

Big Data and Visual Analytics for Building Performance Comparison.
Proceedings of the Artificial Intelligence Applications and Innovations, 2015

2014
A robust and real-time multi-space occupancy extraction system exploiting privacy-preserving sensors.
Proceedings of the 6th International Symposium on Communications, 2014

Human tracking & visual spatio-temporal statistical analysis.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

A building performance evaluation & visualization system.
Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014

2013
Dimensionality reduction for enhanced 3D face recognition.
Proceedings of the 4th International Conference on Information, 2013

2012
Spatiotemporal analysis of human activities for biometric authentication.
Comput. Vis. Image Underst., 2012

A Decision Support System for Real-Time Evacuation Management and Rescue Team Planning during Hazardous Events in Public Infrastructures.
Proceedings of the Telematics in the Transport Environment, 2012

2011
Activity related biometric authentication using Spherical Harmonics.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2011

Group Identification at Border Crossing Points.
Proceedings of the BIOSIG 2011, 2011

2010
Biometric template protection in multimodal authentication systems based on error correcting codes.
J. Comput. Secur., 2010

On the Potential of Activity Related Recognition.
Proceedings of the VISAPP 2010 - Proceedings of the Fifth International Conference on Computer Vision Theory and Applications, Angers, France, May 17-21, 2010, 2010

Activity Related Biometrics based on Motion Trajectories.
Proceedings of the BIOSIG 2010, 2010

2009
A channel coding approach for human authentication from gait sequences.
IEEE Trans. Inf. Forensics Secur., 2009

2008
Gait authentication using distributed source coding.
Proceedings of the International Conference on Image Processing, 2008

2007
Gait Recognition Using Compact Feature Extraction Transforms and Depth Information.
IEEE Trans. Inf. Forensics Secur., 2007

Gait Identification using the 3D Protrusion Transform.
Proceedings of the International Conference on Image Processing, 2007


  Loading...