building GrEener and more sustainable soCieties by filling the Knowledge gap in social science and engineering to enable responsible artificial intelligence co-creatiOn

CORDIS oferuje możliwość skorzystania z odnośników do publicznie dostępnych publikacji i rezultatów projektów realizowanych w ramach programów ramowych HORYZONT.

Odnośniki do rezultatów i publikacji związanych z poszczególnymi projektami 7PR, a także odnośniki do niektórych konkretnych kategorii wyników, takich jak zbiory danych i oprogramowanie, są dynamicznie pobierane z systemu OpenAIRE .

Rezultaty

Sustainable training programme: lessons learnt and way forward

Way forward: Overview of possibilities for a sustainable training programme beyond the project

Interim progress of information science research

D1.2 Interim progress of Information Sciences research including cross-sectoral/disciplinary interactions (M24). Assessment measure: A comprehensive literature review completed; novel interpretable ML models; adaptable semi-supervised deep learning models; an algorithm with high transferability tested.D1.3 Final conclusions and recommendations of Information Sciences core research (M41). Assessment measure: Meeting all ESRs 1-6 research objectives listed inTable 3.1b, pp. 25 (report and software).

Challenges & benefits of inter-disciplinary-sectoral collaboration

D2.4 Challenges and benefits of social science inter-disciplinary/-sectoral collaboration (M46). Assessment measure: Report on lessons learnt, suggestions for effective ways of interaction and exploitation.

Final conclusions & recommendations of ML research

D1.3 Final conclusions and recommendations of Information Sciences core research (M41). Assessment measure: Meeting all ESRs 1-6 research objectives listed in Table 3.1b, pp. 25 (report and software).

Project communication plan

D55 Project communication plan to stakeholders schools and general public M14

Final conclusions & recommendations of social foundations research

D2.3 Final conclusions and recommendations of Social Foundations core research (M39). Assessment measure: Meeting all ESRs 7-11 research objectives listed in Table 3.1b, pp. 25, including new insights on policy co-designed interventions; CHT design principles in relation to social justice

Risk & Quality assurance management plan

D62 Comprehensive risk and quality management plan M5

Challenges & benefits of information science collaboration

D1.4 Challenges and benefits of information science inter-disciplinary and inter-sectoral collaboration (M47). Assessment measure: Comprehensive report on lessons learnt, suggestions for effective ways of collaboration and exploitation.

Interim progress of social science foundations research

D2.2 Interim progress of Social Science Foundations research including cross-sectoral/disciplinary interactions (M22). Assessment measure: A literature review completed; identified influence of CHT on daily routines; insights into relationships between learning and practice theories; qualitative studies of practices related to CHTcompiled; analytical account of the potential for low-energy scripting

Interim progress of scientific data interpretation

D3.2 Interim progress of WP3 research including cross-sectoral/disciplinary interactions (M26). Assessment measure: A comprehensive literature review completed;design concepts for energy awareness based on IPAs; survey on XAI; ML code optimisation; a cloud-computing IoT platform design

Final theses of the ESRs

D5.7 Final theses of the ESRs – a report on PhD theses including summary, goals, and submission dates (M46)

Final conclusions & recommendations of data interpretation

D3.3 Final conclusions and recommendations of WP3 research (M45). Assessment measure: Meeting all ESRs 12-15 research objectives listed in Table 3.1b, pp. 25, including IoT software platform; bias-free ML models; XIA-based CHT demonstration

Report on training schools

D4.3 Report on the training schools (M33)

Web-site and social media accounts

D51 Launch of the website and social media accounts Periodic report on the updates activities and hits M3 M22 M35

Open access software

D3.4 Making generated data and software open access (M40). Assessment measure: Comprehensive report on lessons learnt, user groups

Publikacje

Low-Frequency Non-Intrusive Load Monitoring of Electric Vehicles in Houses with Solar Generation: Generalisability and Transferability

Autorzy: Apostolos Vavouris, Benjamin Garside, Lina Stankovic, Vladimir Stankovic
Opublikowane w: Energies, Numer 2022, 15(6), 2022, Strona(/y) 1-27, ISSN 1996-1073
Wydawca: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/en15062200

Performance-aware NILM model optimization for edge deployment

Autorzy: Stavros Sykiotis, Sotirios Athanasoulias, Maria Kaselimi, Anastasios Doulamis, Nikolaos Doulamis, Lina Stankovic, Vladimir Stankovic
Opublikowane w: IEEE Transactions on Green Communications and Networking, 2023, ISSN 2473-2400
Wydawca: IEEE
DOI: 10.1109/tgcn.2023.3244278

A weakly supervised active learning framework for non-intrusive load monitoring

Autorzy: Giulia Tanoni, Tamara Sobot, Emanuele Principi, Vladimir Stankovic, Lina Stankovic, Stefano Squartini
Opublikowane w: Integrated Computer-Aided Engineering, 2024, ISSN 1069-2509
Wydawca: IOS Press

The Plegma dataset: Domestic appliance-level and aggregate electricity demand with metadata from Greece

Autorzy: Sotirios Athanasoulias, Fernanda Guasselli, Nikolaos Doulamis, Anastasios Doulamis, Nikolaos Ipiotis, Athina Katsari, Lina Stankovic, Vladimir Stankovic
Opublikowane w: Scientific Data, Numer 11, 2024, ISSN 2052-4463
Wydawca: Springer Nature
DOI: 10.1038/s41597-024-03208-0

Particle Swarm Optimization in Residential Demand-Side Management: A Review on Scheduling and Control Algorithms for Demand Response Provision

Autorzy: Christoforos Menos-Aikateriniadis, Ilias Lamprinos, and Pavlos S. Georgilakis
Opublikowane w: Energies, 2022, ISSN 1996-1073
Wydawca: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/en15062211

ForecastExplainer: Explainable household energy demand forecasting by approximating shapley values using DeepLIFT

Autorzy: Md Shajalal, Alexander Boden, Gunnar Stevens
Opublikowane w: Technological Forecasting and Social Change, Numer 206, 2024, Strona(/y) 123588, ISSN 0040-1625
Wydawca: Elsevier BV
DOI: 10.1016/j.techfore.2024.123588

A self-sustained EV charging framework with N-step deep reinforcement learning

Autorzy: Stavros Sykiotis Christoforos Menos-Aikateriniadis Anastasios Doulamis Nikolaos Doulamis Pavlos S. Georgilakis
Opublikowane w: Sustainable Energy, Grids and Networks, 2023, ISSN 2352-4677
Wydawca: Elsevier Limited
DOI: 10.1016/j.segan.2023.101124

Descriptor: A Norwegian Positive Energy Neighborhood Dataset of Electrical Measurements and Interviews on Energy Practices (NorPEN)

Autorzy: Apostolos Vavouris, Fernanda Guasselli, Lina Stankovic, Vladimir Stankovic, Kirsten Gram-Hanssen, Sébastien Didierjean
Opublikowane w: IEEE Data Descriptions, Numer 1, 2024, Strona(/y) 113-121, ISSN 2995-4274
Wydawca: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/ieeedata.2024.3483154

ELECTRIcity: An Efficient Transformer for Non-Intrusive Load Monitoring

Autorzy: Stavros Sykiotis, Maria Kaselimi, Anastasios Doulamis and Nikolaos Doulamis
Opublikowane w: "Sensors, Special Numer ""Practical Nonintrusive Load Monitoring Approaches with Meaningful Performance Evaluation""", 2022, ISSN 1424-8220
Wydawca: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s22082926

Intersectional analysis of visual generative AI: the case of stable diffusion

Autorzy: Petra Jääskeläinen, Nickhil Kumar Sharma, Helen Pallett, Cecilia Åsberg
Opublikowane w: AI & SOCIETY, Numer 40, 2025, Strona(/y) 4341-4362, ISSN 0951-5666
Wydawca: Springer Verlag
DOI: 10.1007/s00146-025-02207-y

OPT-NILM: An Iterative Prior-to-Full-Training Pruning Approach for Cost-Effective User Side Energy Disaggregation

Autorzy: Sotirios Athanasoulias, Stavros Sykiotis, Maria Kaselimi, Anastasios Doulamis, Nikolaos Doulamis, Nikolaos Ipiotis
Opublikowane w: IEEE Transactions on Consumer Electronics, Numer 70, 2024, Strona(/y) 4435-4446, ISSN 0098-3063
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tce.2023.3324493

Are you thinking what I’m thinking? The role of professionals’ imaginaries in the development of smart home technologies

Autorzy: Vinícius Juliani Pereira, Tom Hargreaves
Opublikowane w: Futures, Numer 163, 2024, Strona(/y) 103458, ISSN 0016-3287
Wydawca: Elsevier BV
DOI: 10.1016/j.futures.2024.103458

An active learning framework for the low-frequency Non-Intrusive Load Monitoring problem

Autorzy: Tamara Todic, Vladimir Stankovic, Lina Stankovic
Opublikowane w: Applied Energy, Numer 341, 2023, ISSN 0306-2619
Wydawca: Pergamon Press Ltd.
DOI: 10.1016/j.apenergy.2023.121078

Towards transparent load disaggregation – a framework for quantitative evaluation of explainability using explainable AI

Autorzy: Djordje Batic, Vladimir Stankovic, Lina Stankovic
Opublikowane w: IEEE Transactions on Consumer Electronics, Numer August 1, 2023, ISSN 0098-3063
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tce.2023.3300530

Improved Thermal Comfort Model Leveraging Conditional Tabular GAN Focusing on Feature Selection

Autorzy: Md. Shajalal, Milad Bohlouli, Hari Prasanna Das, Alexander Boden, Gunnar Stevens
Opublikowane w: IEEE Access, Numer 12, 2024, Strona(/y) 30039-30053, ISSN 2169-3536
Wydawca: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2024.3366453

A weakly supervised active learning framework for non-intrusive load monitoring

Autorzy: Giulia Tanoni, Tamara Sobot, Emanuele Principi, Vladimir Stankovic, Lina Stankovic, Stefano Squartini
Opublikowane w: Integrated Computer-Aided Engineering, Numer 32, 2025, Strona(/y) 39-56, ISSN 1069-2509
Wydawca: IOS Press
DOI: 10.3233/ica-240738

Citizen perceptions and interactions towards self-sufficiency, community plot ratio and civic generosity within sustainable neighbourhoods

Autorzy: Joseph Llewellyn, Cecilia Katzeff, Daniel Pargman, Fredrik Johansson
Opublikowane w: City and Environment Interactions, Numer 24, 2024, Strona(/y) 100180, ISSN 2590-2520
Wydawca: Elsevier BV
DOI: 10.1016/j.cacint.2024.100180

Integration of Drivers’ Routines into Lifecycle Assessment of Electric Vehicles

Autorzy: Apostolos Vavouris, Lina Stankovic, Vladimir Stankovic
Opublikowane w: Transportation Research Procedia, Numer 70, 2024, Strona(/y) 322-329, ISSN 2352-1465
Wydawca: Elsevier BV
DOI: 10.1016/j.trpro.2023.11.036

“If something breaks, who comes here to fix it?”: Island narratives on the energy transition in light of the concept of practice architectures

Autorzy: Chiara Tellarini, Kirsten Gram-Hanssen
Opublikowane w: Energy Research & Social Science, Numer 114, 2024, Strona(/y) 103617, ISSN 2214-6296
Wydawca: Elsevier Limited
DOI: 10.1016/j.erss.2024.103617

XNILMBoost: Explainability-informed load disaggregation training enhancement using attribution priors

Autorzy: Djordje Batic, Vladimir Stankovic, Lina Stankovic
Opublikowane w: Engineering Applications of Artificial Intelligence, Numer 141, 2025, Strona(/y) 109766, ISSN 0952-1976
Wydawca: Pergamon Press Ltd.
DOI: 10.1016/j.engappai.2024.109766

Unlocking the potential of smart EV charging: A user-oriented control system based on Deep Reinforcement Learning

Autorzy: Christoforos Menos-Aikateriniadis, Stavros Sykiotis, Pavlos S. Georgilakis
Opublikowane w: Electric Power Systems Research, Numer 230, 2024, Strona(/y) 110255, ISSN 0378-7796
Wydawca: Elsevier BV
DOI: 10.1016/j.epsr.2024.110255

Assessing the impact of energy coaching with smart technology interventions to alleviate energy poverty

Autorzy: Joseph Llewellyn, Titus Venverloo, Fabio Duarte, Carlo Ratti, Cecilia Katzeff, Fredrik Johansson, Daniel Pargman
Opublikowane w: Scientific Reports, Numer 15, 2025, ISSN 2045-2322
Wydawca: Nature Publishing Group
DOI: 10.1038/s41598-024-80773-9

Interpretability and reliability-driven knowledge distillation for non-intrusive load monitoring on the edge

Autorzy: Djordje Batic, Giulia Tanoni, Emanuele Principi, Lina Stankovic, Vladimir Stankovic, Stefano Squartini
Opublikowane w: Expert Systems with Applications, Numer 294, 2025, Strona(/y) 128837, ISSN 0957-4174
Wydawca: Pergamon Press Ltd.
DOI: 10.1016/j.eswa.2025.128837

A non-intrusive load monitoring-enabled framework for load scheduling in the dairy industry

Autorzy: Apostolos Vavouris, Lina Stankovic, Vladimir Stankovic
Opublikowane w: Applied Energy, Numer 398, 2025, Strona(/y) 126456, ISSN 0306-2619
Wydawca: Pergamon Press Ltd.
DOI: 10.1016/j.apenergy.2025.126456

Smart energy technologies for the collective: Time-shifting, demand reduction and household practices in a Positive Energy Neighbourhood in Norway

Autorzy: Fernanda Guasselli, Apostolos Vavouris, Lina Stankovic, Vladimir Stankovic, Sebastien Didierjean, Kirsten Gram-Hanssen
Opublikowane w: Energy Research & Social Science, 2024, ISSN 2214-6296
Wydawca: Elsevier Limited
DOI: 10.1016/j.erss.2024.103436

A complex mixed-methods data-driven energy-centric evaluation of net-positive households

Autorzy: Apostolos Vavouris, Fernanda Guasselli, Lina Stankovic, Vladimir Stankovic, Kirsten Gram-Hanssen, Sébastien Didierjean
Opublikowane w: Applied Energy, Numer vol. 367, 2024, ISSN 0306-2619
Wydawca: Pergamon Press Ltd.
DOI: 10.1016/j.apenergy.2024.123404

Geodemographic aware electric vehicle charging location planning for equitable placement using Graph Neural Networks: Case study of Scotland metropolitan areas

Autorzy: Djordje Batic, Vladimir Stankovic, Lina Stankovic
Opublikowane w: Energy, Numer 332, 2025, Strona(/y) 135834, ISSN 0360-5442
Wydawca: Pergamon Press Ltd.
DOI: 10.1016/j.energy.2025.135834

Explainable product backorder prediction exploiting CNN: Introducing explainable models in businesses

Autorzy: Md Shajalal, Alexander Boden, Gunnar Stevens
Opublikowane w: Electronic Markets, Numer 2022, 2022, ISSN 1422-8890
Wydawca: Springer
DOI: 10.1007/s12525-022-00599-z

Human in the loop active learning for time-series electrical measurement data

Autorzy: Tamara Sobot, Vladimir Stankovic, Lina Stankovic
Opublikowane w: Engineering Applications of Artificial Intelligence, Numer vol. 133, 2024, ISSN 0952-1976
Wydawca: Pergamon Press Ltd.
DOI: 10.1016/j.engappai.2024.108589

https://ieeexplore.ieee.org/abstract/document/10095696

Autorzy: Stavros Sykiotis Maria Kaselimi Anastasios Doulamis Nikolaos Doulamis
Opublikowane w: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023
Wydawca: IEEE
DOI: 10.1109/icassp49357.2023.10095696

How do smart energy systems aggravate injustices against marginalised groups?

Autorzy: Sharma, N
Opublikowane w: STS Conference, Graz 2022, Numer Joint Annual Conference of the Science, Technology and Society Unit, 2022
Wydawca: Graz University of Technology

Methodological innovations and challenges for research in and on smart/connected home environments

Autorzy: Sharma, N., & Pereira, V
Opublikowane w: RELINK Project Workshop, 2021
Wydawca: RELINK Project

Quantification of dairy farm energy consumption to support the transition to sustainable farming

Autorzy: Tamara Todic, Lina Stankovic, Vladimir Stankovic
Opublikowane w: IEEE International Conference on Smart Computing 2022, 2022
Wydawca: IEEE
DOI: 10.1109/smartcomp55677.2022.00082

The design space of building user-centered AI user interfaces for smart heating systems.

Autorzy: Jin, Lu, and Alexander Boden
Opublikowane w: UCAI 2023: Workshop on User-Centered Artificial Intelligence, 2023
Wydawca: Mensch und Computer conference
DOI: 10.18420/muc2023-mci-ws16-384

Peeking Inside the Schufa Blackbox: Explaining the German Housing Scoring System

Autorzy: Kern Dean-Robin, Stevens Gunnar, Dethier Erik, Naveed Sidra, Alizadeh Fatemeh, Du Delong, Md Shajalal
Opublikowane w: ACM CHI 2023 Workshop on Human-Centered Explainable AI (HCXAI), collocated with ACM CHI2023, 2023
Wydawca: ACM

Unveiling Black-Boxes: Explainable Deep Learning Models for Patent Classification

Autorzy: Md Shajalal, Sebastian Denef, Md. Rezaul Karim, Alexander Boden & Gunnar Stevens
Opublikowane w: Explainable Artificial Intelligence. xAI 2023. Communications in Computer and Information Science, 2023
Wydawca: Springer
DOI: 10.1007/978-3-031-44067-0_24

Interpreting Black-box Machine Learning Models for High Dimensional Datasets

Autorzy: Karim, Md. Rezaul and Shajalal, Md and Graß, Alexander and Döhmen, Till and Chala, Sisay Adugna and Boden, Alexander and Beecks, Christian and Decker, Stefan
Opublikowane w: 2023 IEEE 10th International Conference on Data Science and Advanced Analytics (DSAA), 2023
Wydawca: IEEE
DOI: 10.1109/dsaa60987.2023.10302562

An Efficient Deep Bidirectional Transformer Model for Energy Disaggregation

Autorzy: Stavros Sykiotis, Maria Kaselimi, Anastasios Doulamis, Nikolaos Doulamis
Opublikowane w: 2022 30th European Signal Processing Conference (EUSIPCO), 2022, Strona(/y) 1536-1540, ISSN 2076-1465
Wydawca: IEEE
DOI: 10.23919/eusipco55093.2022.9909768

Improving knowledge distillation for non-intrusive load monitoring through explainability guided learning

Autorzy: Djordje Batic, Giulia Tanoni, Lina Stankovic, Vladimir Stankovic, Emanuele Principi
Opublikowane w: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Numer Jun 2023, 2023, ISBN 9781728163277
Wydawca: IEEE
DOI: 10.1109/icassp49357.2023.10095109

An Active Learning Framework for Microseismic Event Detection

Autorzy: Tamara Sobot, David Murray, Vladimir Stankovic, Lina Stankovic, Peidong Shi
Opublikowane w: IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, 2024, Strona(/y) 493-497, ISSN 2153-7003
Wydawca: IEEE
DOI: 10.1109/igarss53475.2024.10640569

A Fair Selection Strategy for Residential Demand Response Participants

Autorzy: Christoforos Menos-Aikateriniadis, Igyso Zafeiratou, Nikolaos Charitos, Pavlos S. Georgilakis, Isidoros Kokos
Opublikowane w: 2023 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm), 2023
Wydawca: IEEE
DOI: 10.1109/smartgridcomm57358.2023.10333883

A Pre-Training Pruning Strategy for Enabling Lightweight Non-Intrusive Load Monitoring On Edge Devices

Autorzy: Sotirios Athanasoulias, Stavros Sykiotis, Nikos Temenos, Anastasios Doulamis, Nikolaos Doulamis
Opublikowane w: 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW), 2024, Strona(/y) 249-253
Wydawca: IEEE
DOI: 10.1109/icasspw62465.2024.10626463

Collective construction of responsible and explainable AI for Smart Home technologies

Autorzy: Pereira, V.
Opublikowane w: ARIES Winter School, 2021
Wydawca: ARIES Doctoral Training Partnership

Benefits of three-phase metering for load disaggregation

Autorzy: Apostolos Vavouris, Lina Stankovic, Vladimir Stankovic
Opublikowane w: Proceedings of the 9th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, 2022, Strona(/y) 393-397, ISBN 9781450398909
Wydawca: ACM
DOI: 10.1145/3563357.3566149

Time and Money Matters for Sustainability: Insights on User Preferences on Renewable Energy for Electric Vehicle Charging Stations

Autorzy: Delong Du, Apostolos Vavouris, Omid Veisi, Lu Jin, Gunnar Stevens, Lina Stankovic, Vladimir Stankovic, Alexander Boden
Opublikowane w: Proceedings of Mensch und Computer 2024, Numer 18, 2024, Strona(/y) 269-278
Wydawca: ACM
DOI: 10.1145/3670653.3670677

Solar Power driven EV Charging Optimization with Deep Reinforcement Learning

Autorzy: Stavros Sykiotis, Christoforos Menos-Aikateriniadis, Anastasios Doulamis, Nikolaos Doulamis, Pavlos S. Georgilakis
Opublikowane w: 2nd International Conference on Energy Transition in the Mediterranean Area, 2022
Wydawca: IEEE PES

Textual Entailment Recognition with Semantic Features from Empirical Text Representation

Autorzy: Md Shajalal, Md. Atabuzzaman, Maksuda Bilkis Baby, Md Rezaul Karim and Alexander Boden,
Opublikowane w: International Conference on Speech and Language Technologies SPELLL 2022, 2023
Wydawca: Springer
DOI: 10.1007/978-3-031-33231-9_12

Learning to consume less energy through strategies of sufficiency

Autorzy: Chiara Tellarini, Toke Haunstrup Christensen
Opublikowane w: European Council for an Energy Efficient Economy (ECEEE) Summer Study on Energy Efficiency, 2022
Wydawca: European Council for an Energy Efficient Economy (ECEEE)

Arabic Sentiment Analysis with Noisy Deep Explainable Model

Autorzy: Md. Atabuzzaman, Md Shajalal, Maksuda Bilkis Baby, Alexander Boden
Opublikowane w: Proceedings of the 2023 7th International Conference on Natural Language Processing and Information Retrieval, 2024
Wydawca: ACM
DOI: 10.1145/3639233.3639241

Social justice implications of smart urban technologies: an intersectional approach

Autorzy: Sharma, N.K., Hargreaves, T., & Pallett, H.
Opublikowane w: Buildings and Cities, Numer 4(1), 2023, Strona(/y) 315-333, ISSN 2632-6655
Wydawca: Ubiquity Press
DOI: 10.5334/bc.290

Towards user-centered explainable energy demand forecasting systems

Autorzy: Shajalal, M., Boden, A., & Stevens, G.
Opublikowane w: e-Energy ’22: Proceedings of the Thirteenth ACM International Conference on Future Energy Systems, 2022
Wydawca: ACM
DOI: 10.1145/3538637.3538877

Optimal scheduling of electric vehicle charging with deep reinforcement learning considering end users flexibility

Autorzy: C. Menos-Aikateriniadis, S. Sykiotis, P. S. Georgilakis
Opublikowane w: 13th Mediterranean Conference on Power Generation, Transmission, Distribution and Energy Conversion (MEDPOWER 2022), 2023
Wydawca: Institution of Engineering and Technology
DOI: 10.1049/icp.2023.0007

Focus on what matters: improved feature selection techniques for personal thermal comfort modelling

Autorzy: Md Shajalal, Milad Bohlouli, Hari Prasanna Das, Alexander Boden, Gunnar Stevens
Opublikowane w: BuildSys '22: Proceedings of the 9th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, Numer Nov 2022, 2022, Strona(/y) 496-499
Wydawca: ACM
DOI: 10.1145/3563357.3567406

Construção coletiva e sustentável de tecnologias de inteligência artificial para smart houses.

Autorzy: Pereira, V.
Opublikowane w: 2021
Wydawca: Grupo de Pesquisa Representação: Imaginário e Tecnologia (RITe)

Automated Decision Making Systems in Smart Homes: A Study on User Engagement and Design.

Autorzy: Jin, L., Boden, A., & Shajalal, M.
Opublikowane w: CHI Conference on Human Factors in Computing Systems workshop AutomationXP22: Engaging with Automation, 2022
Wydawca: Organisers

Review on the Application Areas of Decision-Making Algorithms in Smart Homes

Autorzy: Jin, Lu; Boden, Alexander
Opublikowane w: HHAI 2023: Augmenting Human Intellect, 2023
Wydawca: IOS Press
DOI: 10.3233/faia230076

A First Approach using Graph Neural Networks on Non-Intrusive-Load-Monitoring

Autorzy: Sotirios Athanasoulias, Stavros Sykiotis, Maria Kaselimi, Eftychios Protopapadakis, Nikolaos Ipiotis
Opublikowane w: PETRA '22: Proceedings of the 15th International Conference on Pervasive Technologies Related to Assistive Environments, Numer June 2022, 2022, Strona(/y) 601–607, ISBN 978-1-4503-9631-8
Wydawca: Association for Computing Machinery
DOI: 10.1145/3529190.3534722

Visual prototyping the Smart-House future: a proposed co-design experience based on the collective imaginary from the cinema.

Autorzy: Pereira, V., & Barros, G.
Opublikowane w: Actes du IV Colloque International Imaginaire: Construire et Habiter la Terre: mégalopoles, métropoles, villes à la campagne, villes décroissantes. Quels imaginaires pour la ville de demain?., 2021
Wydawca: IV Colloque International Imaginaire: Construire et Habiter la Terre: mégalopoles, métropoles, villes à la campagne, villes décroissantes. Quels imaginaires pour la ville de demain?

Analysing co-design methods applied to energy-related smart home technologies

Autorzy: Fernanda Guasselli, Aalborg, Vinicius Pereira, Kirsten Gram-Hanssen,
Opublikowane w: European Council for an Energy Efficient Economy (eceee) Summer Study on Energy Efficiency., 2022
Wydawca: European Council for an Energy Efficient Economy (eceee)

Optimal Scheduling of Electric Vehicle Charging with Deep Reinforcement Learning Considering End Users Flexibility

Autorzy: Christoforos Menos-Aikateriniadis, Stavros Sykiotis, Pavlos S. Georgilakis
Opublikowane w: 13th Mediterranean Conference on Power Generation, Transmission, Distribution and Energy Conversion (MEDPOWER2022), 2022
Wydawca: IET

An interoperable and cost-effective IoT-based Framework for Household Energy Monitoring and Analysis

Autorzy: Sotirios Athanasoulias, Athina Katsari, Michail Savvakis, Stelios Kalogridis, Nikolaos Ipiotis
Opublikowane w: 16th International Conference on PErvasive Technologies Related to Assistive Environments (PETRA '23), 2023, Strona(/y) 589–595, ISBN 9798400700699
Wydawca: Association for Computing Machinery
DOI: 10.1145/3594806.3596541

Explaining AI Decisions: Towards Achieving Human-Centered Explainability in Smart Home Environments

Autorzy: Md Shajalal, Alexander Boden, Gunnar Stevens, Delong Du, Dean-Robin Kern
Opublikowane w: Communications in Computer and Information Science, Explainable Artificial Intelligence, 2024, Strona(/y) 418-440
Wydawca: Springer Nature Switzerland
DOI: 10.1007/978-3-031-63803-9_23

What Matters in Explanations: Towards Explainable Fake Review Detection Focusing on Transformers

Autorzy: Md Shajalal, Md Atabuzzaman, Alexander Boden, Gunnar Stevens, Delong Du
Opublikowane w: arXiv, 2024
Wydawca: arXiv
DOI: 10.48550/arxiv.2407.21056

Provocative AI: Beyond Calm Interactions

Autorzy: Hargreaves, T., Pereira V.J.
Opublikowane w: IEEE Pervasive Computing, Numer 22(3), 2023, ISSN 1536-1268
Wydawca: IEEE Computer Society
DOI: 10.1109/mprv.2023.3282819

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