Christos Sardianos

44 papers B 1Misc 1Journal 23Unranked 18
YearRankTypeTitle / Venue / Authors
2025 J jnl
Generating Job Recommendations Based on User Personality and Gallup Tests.
Algorithms
Shakhmar Sarsenbay, Asset Kabdiyev, Iraklis Varlamis, Christos Sardianos, Cemil Turan, Bobir Razhametov, Yermek Kazym
2024 — conf
Air traffic information aggregation using satellite and remote sensor data with interactive planning capabilities using crowdsourcing.
PCI
Marinos Kouvaras, Christos Sardianos
2024 J jnl
Exploring Machine Learning Algorithms for Infection Detection Using GC-IMS Data: A Preliminary Study.
CoRR
Christos Sardianos, Chrysostomos Symvoulidis, Matthias Schlögl, Iraklis Varlamis, Georgios Th. Papadopoulos
2024 J jnl
Multimodal Explainable Artificial Intelligence: A Comprehensive Review of Methodological Advances and Future Research Directions.
IEEE Access
Nikolaos Rodis, Christos Sardianos, Panagiotis I. Radoglou-Grammatikis, Panagiotis G. Sarigiannidis, Iraklis Varlamis, Georgios Th. Papadopoulos
2023 — conf
AI-Toolkit: A Microservices Architecture for Low-Code Decentralized Machine Intelligence.
ICASSP Workshops
Vincenzo Lomonaco, Valerio De Caro, Claudio Gallicchio, Antonio Carta, Christos Sardianos, Iraklis Varlamis, Konstantinos Tserpes, Massimo Coppola, Mina Marmpena, Sevasti Politi, Erwin Schoitsch, Davide Bacciu
2023 J jnl
Current Challenges and Future Research Directions in Multimodal Explainable Artificial Intelligence.
ERCIM News
Nikolaos Rodis, Christos Sardianos, Georgios Th. Papadopoulos
2023 J jnl
Multimodal Explainable Artificial Intelligence: A Comprehensive Review of Methodological Advances and Future Research Directions.
CoRR
Nikolaos Rodis, Christos Sardianos, Georgios Th. Papadopoulos, Panagiotis I. Radoglou-Grammatikis, Panagiotis G. Sarigiannidis, Iraklis Varlamis
2023 — —
Recommender systems with real-life applications
Christos Sardianos
2023 J jnl
Using big data and federated learning for generating energy efficiency recommendations.
Int. J. Data Sci. Anal.
Iraklis Varlamis, Christos Sardianos, Christos Chronis, George J. Dimitrakopoulos, Yassine Himeur, Abdullah Alsalemi, Faycal Bensaali, Abbes Amira
2022 — conf
AI-as-a-Service Toolkit for Human-Centered Intelligence in Autonomous Driving.
PerCom Workshops
Valerio De Caro, Saira Bano, Achilles Machumilane, Alberto Gotta, Pietro Cassarà, Antonio Carta, Rudy Semola, Christos Sardianos, Christos Chronis, Iraklis Varlamis, Konstantinos Tserpes, Vincenzo Lomonaco, Claudio Gallicchio, Davide Bacciu
2022 J jnl
AI-as-a-Service Toolkit for Human-Centered Intelligence in Autonomous Driving.
CoRR
Valerio De Caro, Saira Bano, Achilles Machumilane, Alberto Gotta, Pietro Cassarà, Antonio Carta, Rudy Semola, Christos Sardianos, Christos Chronis, Iraklis Varlamis, Konstantinos Tserpes, Vincenzo Lomonaco, Claudio Gallicchio, Davide Bacciu
2022 J jnl
Blockchain-based recommender systems: Applications, challenges and future opportunities.
Comput. Sci. Rev.
Yassine Himeur, Aya Nabil Sayed, Abdullah Alsalemi, Faycal Bensaali, Abbes Amira, Iraklis Varlamis, Magdalini Eirinaki, Christos Sardianos, George Dimitrakopoulos
2021 J jnl
A Micro-Moment System for Domestic Energy Efficiency Analysis.
IEEE Syst. J.
Abdullah Alsalemi, Yassine Himeur, Faycal Bensaali, Abbes Amira, Christos Sardianos, Christos Chronis, Iraklis Varlamis, George Dimitrakopoulos
2021 — conf
A driving profile recommender system for autonomous driving using sensor data and reinforcement learning.
PCI
Christos Chronis, Christos Sardianos, Iraklis Varlamis, Dimitrios Michail, Konstantinos Tserpes
2021 Misc conf
A novel similarity measure for multiple aspect trajectory clustering.
SAC
Iraklis Varlamis, Christos Sardianos, Vania Bogorny, Luis Otávio Alvares, Jônata Tyska Carvalho, Chiara Renso, Raffaele Perego, John Violos
2021 J jnl
A survey of recommender systems for energy efficiency in buildings: Principles, challenges and prospects.
CoRR
Yassine Himeur, Abdullah Alsalemi, Ayman Al-Kababji, Faycal Bensaali, Abbes Amira, Christos Sardianos, George Dimitrakopoulos, Iraklis Varlamis
2021 J jnl
A survey of recommender systems for energy efficiency in buildings: Principles, challenges and prospects.
Inf. Fusion
Yassine Himeur, Abdullah Alsalemi, Ayman Al-Kababji, Faycal Bensaali, Abbes Amira, Christos Sardianos, George Dimitrakopoulos, Iraklis Varlamis
2021 J jnl
Blockchain-based Recommender Systems: Applications, Challenges and Future Opportunities.
CoRR
Yassine Himeur, Aya Nabil Sayed, Abdullah Alsalemi, Faycal Bensaali, Abbes Amira, Iraklis Varlamis, Magdalini Eirinaki, Christos Sardianos, George Dimitrakopoulos
2021 — conf
Dependable Integration Concepts for Human-Centric AI-Based Systems.
SAFECOMP Workshops
Georg Macher, Siranush Akarmazyan, Eric Armengaud, Davide Bacciu, Calogero Calandra, Herbert Danzinger, Patrizio Dazzi, Charalampos Davalas, Maria Carmela De Gennaro, Angela Dimitriou, Jürgen Dobaj, Maid Dzambic, Lorenzo Giraudi, Sylvain Girbal, Dimitrios Michail, Roberta Peroglio, Rosaria Potenza, Farank Pourdanesh, Matthias Seidl, Christos Sardianos, Konstantinos Tserpes, Jakob Valtl, Iraklis Varlamis, Omar Veledar
2021 J jnl
Stop-and-move sequence expressions over semantic trajectories.
Int. J. Geogr. Inf. Sci.
Yenier Torres Izquierdo, Grettel Monteagudo García, Marco A. Casanova, Luiz André P. Paes Leme, Christos Sardianos, Konstantinos Tserpes, Iraklis Varlamis, Lívia C. Ruback Rodrigues
2021 — conf
TEACHING - Trustworthy autonomous cyber-physical applications through human-centred intelligence.
COINS
Davide Bacciu, Siranush Akarmazyan, Eric Armengaud, Manlio Bacco, George Bravos, Calogero Calandra, Emanuele Carlini, Antonio Carta, Pietro Cassarà, Massimo Coppola, Charalampos Davalas, Patrizio Dazzi, Maria Carmela De Gennaro, Daniele Di Sarli, Jürgen Dobaj, Claudio Gallicchio, Sylvain Girbal, Alberto Gotta, Riccardo Groppo, Vincenzo Lomonaco, Georg Macher, Daniele Mazzei, Gabriele Mencagli, Dimitrios Michail, Alessio Micheli, Roberta Peroglio, Salvatore Petroni, Rosaria Potenza, Farank Pourdanesh, Christos Sardianos, Konstantinos Tserpes, Fulvio Tagliabo, Jakob Valtl, Iraklis Varlamis, Omar Veledar
2021 J jnl
TEACHING - Trustworthy autonomous cyber-physical applications through human-centred intelligence.
CoRR
Davide Bacciu, Siranush Akarmazyan, Eric Armengaud, Manlio Bacco, George Bravos, Calogero Calandra, Emanuele Carlini, Antonio Carta, Pietro Cassarà, Massimo Coppola, Charalampos Davalas, Patrizio Dazzi, Maria Carmela De Gennaro, Daniele Di Sarli, Jürgen Dobaj, Claudio Gallicchio, Sylvain Girbal, Alberto Gotta, Riccardo Groppo, Vincenzo Lomonaco, Georg Macher, Daniele Mazzei, Gabriele Mencagli, Dimitrios Michail, Alessio Micheli, Roberta Peroglio, Salvatore Petroni, Rosaria Potenza, Farank Pourdanesh, Christos Sardianos, Konstantinos Tserpes, Fulvio Tagliabo, Jakob Valtl, Iraklis Varlamis, Omar Veledar
2021 J jnl
The emergence of explainability of intelligent systems: Delivering explainable and personalized recommendations for energy efficiency.
Int. J. Intell. Syst.
Christos Sardianos, Iraklis Varlamis, Christos Chronis, George Dimitrakopoulos, Abdullah Alsalemi, Yassine Himeur, Faycal Bensaali, Abbes Amira
2020 — conf
A model for predicting room occupancy based on motion sensor data.
ICIoT
Christos Sardianos, Iraklis Varlamis, Christos Chronis, George Dimitrakopoulos, Yassine Himeur, Abdullah Alsalemi, Faycal Bensaali, Abbes Amira
2020 J jnl
Achieving Domestic Energy Efficiency Using Micro-Moments and Intelligent Recommendations.
IEEE Access
Abdullah Alsalemi, Yassine Himeur, Faycal Bensaali, Abbes Amira, Christos Sardianos, Iraklis Varlamis, George Dimitrakopoulos
2020 — conf
Data Analytics, Automations, and Micro-Moment Based Recommendations for Energy Efficiency.
BigDataService
Christos Sardianos, Iraklis Varlamis, Christos Chronis, George Dimitrakopoulos, Yassine Himeur, Abdullah Alsalemi, Faycal Bensaali, Abbes Amira
2020 — conf
On the Applicability of 2D Local Binary Patterns for Identifying Electrical Appliances in Non-intrusive Load Monitoring.
IntelliSys (3)
Yassine Himeur, Abdullah Alsalemi, Faycal Bensaali, Abbes Amira, Christos Sardianos, Iraklis Varlamis, George Dimitrakopoulos
2020 J jnl
REHAB-C: Recommendations for Energy HABits Change.
Future Gener. Comput. Syst.
Christos Sardianos, Iraklis Varlamis, George Dimitrakopoulos, Dimosthenis Anagnostopoulos, Abdullah Alsalemi, Faycal Bensaali, Yassine Himeur, Abbes Amira
2020 — conf
Real-time personalised energy saving recommendations.
iThings/GreenCom/CPSCom/SmartData/Cybermatics
Christos Sardianos, Christos Chronis, Iraklis Varlamis, George Dimitrakopoulos, Yassine Himeur, Abdullah Alsalemi, Faycal Bensaali, Abbes Amira
2020 J jnl
Reshaping consumption habits by exploiting energy-related micro-moment recommendations: A case study.
CoRR
Christos Sardianos, Iraklis Varlamis, Christos Chronis, George Dimitrakopoulos, Abdullah Alsalemi, Yassine Himeur, Faycal Bensaali, Abbes Amira
2020 J jnl
The emergence of Explainability of Intelligent Systems: Delivering Explainable and Personalised Recommendations for Energy Efficiency.
CoRR
Christos Sardianos, Iraklis Varlamis, Christos Chronis, George Dimitrakopoulos, Abdullah Alsalemi, Yassine Himeur, Faycal Bensaali, Abbes Amira
2019 — conf
"I Want to ... Change": Micro-moment based Recommendations can Change Users' Energy Habits.
SMARTGREENS
Christos Sardianos, Iraklis Varlamis, George Dimitrakopoulos, Dimosthenis Anagnostopoulos, Abdullah Alsalemi, Faycal Bensaali, Abbes Amira
2019 J jnl
A Framework for the Detection of Search and Rescue Patterns Using Shapelet Classification.
Future Internet
Konstantinos Kapadais, Iraklis Varlamis, Christos Sardianos, Konstantinos Tserpes
2019 — conf
Boosting Domestic Energy Efficiency Through Accurate Consumption Data Collection.
SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI
Abdullah Alsalemi, Mona Ramadan, Faycal Bensaali, Abbes Amira, Christos Sardianos, Iraklis Varlamis, George Dimitrakopoulos
2019 J jnl
Optimizing Parallel Collaborative Filtering Approaches for Improving Recommendation Systems Performance.
Inf.
Christos Sardianos, Grigorios Ballas Papadatos, Iraklis Varlamis
2019 — conf
Reshaping Consumption Habits by Exploiting Energy-Related Micro-moment Recommendations: A Case Study.
SMARTGREENS/VEHITS (Selected Papers)
Christos Sardianos, Iraklis Varlamis, Christos Chronis, George Dimitrakopoulos, Abdullah Alsalemi, Yassine Himeur, Faycal Bensaali, Abbes Amira
2019 — conf
Smart Energy Usage and Visualization Based on Micro-moments.
IntelliSys (2)
Abdullah Alsalemi, Faycal Bensaali, Abbes Amira, Noora Fetais, Christos Sardianos, Iraklis Varlamis
2019 J jnl
The Role of Micro-Moments: A Survey of Habitual Behavior Change and Recommender Systems for Energy Saving.
IEEE Syst. J.
Abdullah Alsalemi, Christos Sardianos, Faycal Bensaali, Iraklis Varlamis, Abbes Amira, George Dimitrakopoulos
2018 — conf
Detecting Search and Rescue Missions from AIS Data.
ICDE Workshops
Iraklis Varlamis, Konstantinos Tserpes, Christos Sardianos
2018 B conf
Extracting User Habits from Google Maps History Logs.
ASONAM
Christos Sardianos, Iraklis Varlamis, Grigoris Bouras
2017 J jnl
PaloPro: a platform for knowledge extraction from big social data and the news.
Int. J. Big Data Intell.
Nantia Makrynioti, Andreas Grivas, Christos Sardianos, Nikos Tsirakis, Iraklis Varlamis, Vasilis Vassalos, Vassilis Poulopoulos, Panagiotis Tsantilas
2017 — conf
Scaling Collaborative Filtering to Large-Scale Bipartite Rating Graphs Using Lenskit and Spark.
BigDataService
Christos Sardianos, Iraklis Varlamis, Magdalini Eirinaki
2015 — conf
Argument Extraction from News.
ArgMining@HLT-NAACL
Christos Sardianos, Ioannis Manousos Katakis, Georgios Petasis, Vangelis Karkaletsis
2014 — conf
A scalable solution for personalized recommendations in large-scale social networks.
Panhellenic Conference on Informatics
Christos Sardianos, Iraklis Varlamis