
Dr Marco Ortolani
- Title
- Senior Lecturer
- Location
- Colin Reeves Building, CR102
- Phone
- +44 (0) 1782 733264
- m.ortolani@keele.ac.uk
Biography
Biography
I got my PhD in Computer Engineering from the University of Palermo (Italy) in 2004, with a dissertation was on the application of fuzzy logic and market basket analysis to the classification of genomics and proteomics data. Part of the research was conducted between 2001 and 2003 at Tripos research lab in San Francisco (USA), studying machine learning methods applied to biological data analysis.
Later, I have been assistant professor at the Computer Engineering Dept. of the University of Palermo, where I taught Computer Networking, for undergraduates, and Formal languages and compilers, at Masters level.
In 2017 I was a visiting researcher under a Fulbright grant for a period of nine months at the Missouri University of Science and Technology (USA).
In March 2019 I joined Keele as a lecturer at the School of Computer Science and Mathematics where I currently work in the area of machine learning and artificial intelligence.
Research and scholarship
Research and scholarship
My expertise is in machine learning applied to data from IoT and cyber-physical systems. My current research interest is in interpretable machine learning.
I was the PI for ‘BiggerData’, a project funded by the Italian Ministry of University and Research (€100k) on innovative techniques for integrating open data with information extracted from social
I am currently Co-I of an inter-disciplinary research project funded by the Leverhulme Trust on ‘FemTech surveillance: Gendered digital harms and regulatory approaches’, led by Maria Tzanou
I am part of the steering committee of the Digital Society Institute and I am the academic liaison for the Turing University Network at Keele
I have co-authored more that 60 scientific publications in leading international journals and conferences (Google scholar)
Teaching
Teaching
Currently teaching:
- CSC-20004 Advanced Programming Practices for UG in Computer Science
- CSC-40064 Fundamentals of Computers and Networks for Masters students in Computer Science and Cyber Security
Publications
Publications
Journal Articles
- Casella, Enrico; Ortolani, Marco; Silvestri, Simone; Das, Sajal K.. 01-08-2020. 'Hierarchical Syntactic Models for Human Activity Recognition through Mobility Traces'. Personal and Ubiquitous Computing. DOI > view in repository >
- Ortolani. 01-07-2020. 'A fog-based hybrid intelligent system for energy saving in smart buildings'. Journal of Ambient Intelligence and Humanized Computing. DOI > view in repository >
- Casella, Enrico; Ortolani, Marco; Silvestri, Simone; Das, Sajal K.. 25-11-2019. 'Hierarchical Syntactic Models for Human Activity Recognition through Mobility Traces'. Personal and Ubiquitous Computing. DOI > view in repository >
- Ortolani; Zhang, Ruoxi; Newman, Sara; Ortolani, Marco; Silvestri, Simone. 11-05-2018. 'A Network Tomography Approach for Traffic Monitoring in Smart Cities'. IEEE Transactions on Intelligent Transportation Systems. DOI > view in repository >
- Ortolani. 01-04-2016. 'A machine learning approach for user localization exploiting connectivity data'. Engineering Applications of Artificial Intelligence. DOI > view in repository >
- Lo Re, Giuseppe; Milazzo, Fabrizio; Ortolani, Marco. 01-10-2015. 'Secure random number generation in wireless sensor networks: SECURE RANDOM NUMBER GENERATION IN WIRELESS SENSOR NETWORKS'. Concurrency and Computation: Practice and Experience. DOI > view in repository >
- De Paola, Alessandra; Gaglio, Salvatore; Re, Giuseppe Lo; Milazzo, Fabrizio; Ortolani, Marco. 01-05-2015. 'Adaptive Distributed Outlier Detection for WSNs'. IEEE Transactions on Cybernetics. DOI > view in repository >
- Cottone, Pietro; Gaglio, Salvatore; Lo Re, Giuseppe; Ortolani, Marco. 01-01-2015. 'User activity recognition for energy saving in smart homes'. Pervasive and Mobile Computing. DOI > view in repository >
- De Paola, Alessandra; Ortolani, Marco; Lo Re, Giuseppe; Anastasi, Giuseppe; Das, Sajal K.. 01-07-2014. 'Intelligent Management Systems for Energy Efficiency in Buildings: A Survey'. ACM Computing Surveys. DOI > view in repository >
- De Paola, Alessandra; Lo Re, Giuseppe; Milazzo, Fabrizio; Ortolani, Marco. 01-09-2013. 'QoS-Aware Fault Detection in Wireless Sensor Networks'. International Journal of Distributed Sensor Networks. DOI > view in repository >
- De Paola, Alessandra; La Cascia, Marco; Lo Re, Giuseppe; Morana, Marco; Ortolani, Marco. 01-01-2013. 'Mimicking biological mechanisms for sensory information fusion'. Biologically Inspired Cognitive Architectures. DOI > view in repository >
- Ortolani. 31-03-2010. 'An Innovative System for Vineyard Management in Sicily'. Journal of Agricultural Engineering. DOI > view in repository >
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Book Chapters
- Ortolani. 28-12-2017. 'An Ambient Intelligence System for Assisted Living'. . DOI > view in repository >
- Ambrose, Arny; Cardei, Mihaela; Ortolani, M. 19-12-2017. 'Sensor Networks in Healthcare'. . DOI > view in repository >
- Ortolani. 07-10-2017. 'A Context-Aware System for Ambient Assisted Living'. . DOI > view in repository >
- Ortolani, Marco. 15-01-2014. 'Extracting Structured Knowledge From Sensor Data for Hybrid Simulation'. . DOI > view in repository >
- Cottone, Pietro; Gaglio, Salvatore; Ortolani, Marco. 01-01-2014. 'A Structural Approach to Infer Recurrent Relations in Data'. . DOI > view in repository >
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Conference Proceedings
- Woolley, Sandra; de Quincey, Ed; Flint, Tom; Grandison, Tanis; Rugg, Gordon; Fleck, Rowanne; Whittington, Paul; Ortolani, Marco; Misirli, Goksel; Collins, Tim. 15-07-2022. 'Reflections on the 35th BCS Human-Computer Interaction Conference at Keele University'. . DOI > view in repository >
- de Quincey, Ed; Woolley, Sandra I.; Ortolani, Marco; Misirli, Goksel; Mandal, Bappaditya; Kanwal, Nadia; Mitchell, James; Rooney, James. 01-07-2022. 'Proceedings of the 35th International BCS Human Computer Interaction Conference (HCI 2022) - Index'. . DOI > view in repository >
- Woolley, Sandra I.; Collins, Tim; Andras, Peter; Gardner, Allison; Ortolani, Marco; Pitt, Jeremy. 28-10-2021. 'Compounding barriers to fairness in the digital technology ecosystem'. . DOI > view in repository >
- Cottone, Pietro; Gaglio, Salvatore; Lo Re, Giuseppe; Ortolani, Marco. 29-08-2016. 'Gaining insight by structural knowledge extraction'. . view in repository >
- Cottone, Pietro; Ortolani, Marco; Pergola, Gabriele. 01-08-2016. 'Detecting Similarities in Mobility Patterns'. . DOI > view in repository >
- Cottone, Pietro; Ortolani, Marco; Pergola, Gabriele. 23-06-2016. 'Gl-learning: an optimized framework for grammatical inference'. . DOI > view in repository >
- Cottone, Pietro; Gaglio, Salvatore; Lo Re, Giuseppe; Ortolani, Marco; Pergola, Gabriele. 01-01-2016. 'Structural Knowledge Extraction from Mobility Data'. . DOI > view in repository >
- De Paola, Alessandra; Re, Giuseppe Lo; Morana, Marco; Ortolani, Marco. 01-04-2015. 'SmartBuildings: an AmI system for energy efficiency'. . DOI > view in repository >
- Gaglio, Salvatore; Lo Re, Giuseppe; Morana, Marco; Ortolani, Marco. 07-11-2013. 'Gesture Recognition for Improved User Experience in a Smart Environment'. . DOI > view in repository >
- Lo Re, Giuseppe; Morana, Marco; Ortolani, Marco. 01-01-2013. 'Improving User Experience via Motion Sensors in an Ambient Intelligence Scenario'. . DOI > view in repository >
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Presentation / Conference
- Cottone, Pietro; Gaglio, Salvatore; Re, Giuseppe Lo; Ortolani, Marco. 01-10-2013. 'User activity recognition for energy saving in smart homes'. . DOI > view in repository >
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Research themes
Research themes
I am the lead for the eXplainable and Responsible AI (XRAI) lab at the School of Computer Science and Mathematics.
My research area falls within the themes of:
- Artificial Intelligence
- Human-centred Computing
School of Computer Science and Mathematics
Keele University
Staffordshire
ST5 5AA
Email: scm.admin@keele.ac.uk
Tel:+44 (0) 1782 731830