Ekaterina Gilman

43 papers A 1B 2C 4Misc 1Journal 15Unranked 19

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	AnomalyExplainer Explainable AI for LLM-based anomaly detection using BERTViz and Captum. CoRR Prasasthy Balasubramanian, Dumindu Kankanamge, Ekaterina Gilman, Mourad Oussalah
2025	B	`conf`	Past to Plan: LLM-Powered Personalized Travel via Mobility Patterns. IEEE Big Data Hasaan Ahmed, Huong Mai Nguyen, Amirhossein Ghaffari, Ekaterina Gilman, Lauri Lovén
2025	A	`conf`	STM-Graph: A Python Framework for Spatio-Temporal Mapping and Graph Neural Network Predictions. CIKM Amirhossein Ghaffari, Huong Mai Nguyen, Lauri Lovén, Ekaterina Gilman
2025	J	`jnl`	STM-Graph: A Python Framework for Spatio-Temporal Mapping and Graph Neural Network Predictions. CoRR Amirhossein Ghaffari, Huong Mai Nguyen, Lauri Lovén, Ekaterina Gilman
2025	J	`jnl`	Understanding Well-Being in Urban Context: A Survey. IEEE Access Amirhossein Ghaffari, Susanna Pirttikangas, Ekaterina Gilman
2024	J	`jnl`	A novel Edge architecture and solution for detecting concept drift in smart environments. Future Gener. Comput. Syst. Hassan Mehmood, Ahmed Khalid, Panos Kostakos, Ekaterina Gilman, Susanna Pirttikangas
2024	J	`jnl`	Addressing Data Challenges to Drive the Transformation of Smart Cities. ACM Trans. Intell. Syst. Technol. Ekaterina Gilman, Francesca Bugiotti, Ahmed Khalid, Hassan Mehmood, Panos Kostakos, Lauri Tuovinen, Johanna Ylipulli, Xiang Su, Denzil Ferreira
2024	—	`conf`	Traffic Accident Prediction and Warning System: Integration Use Case. KiL@KDD Amirhossein Ghaffari, Huong Mai Nguyen, Alaa Saleh, Lauri Lovén, Ekaterina Gilman
2023	J	`jnl`	Fighting Pandemics With Augmented Reality and Smart Sensing-Based Social Distancing. IEEE Computer Graphics and Applications Jacky Cao, Hassan Mehmood, Xiaoli Liu, Sasu Tarkoma, Ekaterina Gilman, Xiang Su
2023	—	`conf`	Towards Semantic Web of Things: Reference Architecture and Gap Analysis. iThings/GreenCom/CPSCom/SmartData/Cybermatics Xiang Su, Ekaterina Gilman, Xiaoli Liu
2022	—	`conf`	Revealing reliable information from taxi traces: from raw data to information discovery. ICDE Workshops Anja Keskinarkaus, Ekaterina Gilman, Lauri Lovén, Satu Tamminen, Marjo Hippi, Gang Xiong, Fenghua Zhu, Tapio Seppänen, Jukka Riekki, Susanna Pirttikangas
2022	J	`jnl`	The Many Faces of Edge Intelligence. IEEE Access Ella Peltonen, Ijaz Ahmad, Atakan Aral, Michele Capobianco, Aaron Yi Ding, Felipe J. Gil-Castiñeira, Ekaterina Gilman, Erkki Harjula, Marko Jurmu, Teemu Karvonen, Markus Kelanti, Teemu Leppänen, Lauri Lovén, Tommi Mikkonen, Nitinder Mohan, Petteri Nurmi, Susanna Pirttikangas, Pawel Sroka, Sasu Tarkoma, Tingting Yang
2021	—	`conf`	Monitoring Social Distancing in Smart Spaces using Infrastructure-Based Sensors. WF-IoT Naser Hossein Motlagh, Pupu Toivonen, Martha Arbayani Zaidan, Eemil Lagerspetz, Ella Peltonen, Ekaterina Gilman, Petteri Nurmi, Sasu Tarkoma
2020	—	`conf`	Fuel consumption analysis of driven trips with respect to route choice. ICDE Workshops Ekaterina Gilman, Satu Tamminen, Anja Keskinarkaus, Theodoros Anagnostopoulos, Xiang Su, Susanna Pirttikangas, Jukka Riekki
2020	J	`jnl`	Internet of Things for Smart Spaces: A University Campus Case Study. Sensors Ekaterina Gilman, Satu Tamminen, Rumana Yasmin, Eemeli Ristimella, Ella Peltonen, Markus Harju, Lauri Lovén, Jukka Riekki, Susanna Pirttikangas
2019	—	`conf`	Implementing Big Data Lake for Heterogeneous Data Sources. ICDE Workshops Hassan Mehmood, Ekaterina Gilman, Marta Cortés, Panos Kostakos, Andrew Byrne, Katerina Valta, Stavros Tekes, Jukka Riekki
2019	—	`conf`	Privacy preserving sentiment analysis on multiple edge data streams with Apache NiFi. EISIC Abhinay Pandya, Panos Kostakos, Hassan Mehmood, Marta Cortés, Ekaterina Gilman, Mourad Oussalah, Susanna Pirttikangas
2019	B	`conf`	Towards EDISON: An Edge-Native Approach to Distributed Interpolation of Environmental Data. ICCCN Lauri Lovén, Ella Peltonen, Abhinay Pandya, Teemu Leppänen, Ekaterina Gilman, Susanna Pirttikangas, Jukka Riekki
2019	—	`conf`	Towards measuring well-being in smart environments. UbiComp/ISWC Adjunct Eija Halkola, Lauri Lovén, Marta Cortés, Ekaterina Gilman, Susanna Pirttikangas
2018	—	`conf`	Combining IoT Deployment and Data Visualization: experiences within campus maintenance use-case. NOF Rumana Yasmin, Miikka Salminen, Ekaterina Gilman, Juha Petäjäjärvi, Konstantin Mikhaylov, Minna Pakanen, Arttu Niemelä, Jukka Riekki, Susanna Pirttikangas, Ari Pouttu
2018	—	`conf`	Design Challenges of Wellbeing Supporting Smart Environment in Collaborative Use Situations. UbiComp/ISWC Adjunct Minna Pakanen, Lauri Lovén, Paula Alavesa, Ekaterina Gilman, Jacques M. B. Terken, Berry Eggen, Susanna Pirttikangas
2018	Misc	`conf`	On Wordsense Disambiguation through Morphological Transformation and Semantic Distance and Domain Link Knowledge. IRI Mourad Oussalah, Mikko Vaisanen, Ekaterina Gilman
2018	—	`conf`	Wellbeing in Smart Environments: Definition, Measurement, Prediction and Control. UbiComp/ISWC Adjunct Lauri Lovén, Minna Pakanen, Ekaterina Gilman, Susanna Pirttikangas
2016	—	`conf`	Experiences with smart city traffic pilot. IEEE BigData Susanna Pirttikangas, Ekaterina Gilman, Xiang Su, Teemu Leppänen, Anja Keskinarkaus, Mika Rautiainen, Mikko Pyykkönen, Jukka Riekki
2016	—	`conf`	Stream Reasoning for the Internet of Things: Challenges and Gap Analysis. WIMS Xiang Su, Ekaterina Gilman, Peter Wetz, Jukka Riekki, Yifei Zuo, Teemu Leppänen
2015	J	`jnl`	An overview of interactive application composition approaches. Open Comput. Sci. Oleg Davidyuk, Iván Sánchez Milara, Ekaterina Gilman, Jukka Riekki
2015	—	`—`	Exploring the use of rule-based reasoning in ubiquitous computing applications. Ekaterina Gilman
2015	J	`jnl`	Towards User Support in Ubiquitous Learning Systems. IEEE Trans. Learn. Technol. Ekaterina Gilman, Iván Sánchez Milara, Marta Cortés, Jukka Riekki
2014	J	`jnl`	Building knowledge-based systems to enable ambient social interactions. J. Ambient Intell. Smart Environ. Xiang Su, Ekaterina Gilman, Jukka Riekki
2013	J	`jnl`	Towards interactive smart spaces. J. Ambient Intell. Smart Environ. Ekaterina Gilman, Oleg Davidyuk, Xiang Su, Jukka Riekki
2012	J	`jnl`	Cloud Architecture for Dynamic Service Composition. Int. J. Grid High Perform. Comput. Jiehan Zhou, Kumaripaba Athukorala, Ekaterina Gilman, Jukka Riekki, Mika Ylianttila
2012	—	`conf`	Is there meta-level in smart spaces? PerCom Workshops Ekaterina Gilman, Jukka Riekki
2011	J	`jnl`	Context-aware pervasive service composition and its implementation. Pers. Ubiquitous Comput. Jiehan Zhou, Ekaterina Gilman, Juha Palola, Jukka Riekki, Mika Ylianttila, Jun-Zhao Sun
2011	—	`conf`	Knowledge-Based Systems for Ambient Social Interactions. AmI Xiang Su, Ekaterina Gilman, Pawel Kwiatkowski, Tomasz Latkowski, Alma Pröbstl, Bartlomiej Wójtowicz, Jukka Riekki
2011	J	`jnl`	Perception framework for supporting development of context-aware web services. Int. J. Pervasive Comput. Commun. Ekaterina Gilman, Xiang Su, Oleg Davidyuk, Jiehan Zhou, Jukka Riekki
2011	—	`conf`	Smart Spaces: A Metacognitive Approach. GPC Workshops Ekaterina Gilman, Jukka Riekki
2010	C	`conf`	On Context Modelling in Systems and Applications Development. EJC Anneli Heimbürger, Yasushi Kiyoki, Tommi Kärkkäinen, Ekaterina Gilman, Kyoung-Sook Kim, Naofumi Yoshida
2010	—	`conf`	Ontology-Driven Pervasive Service Composition for Everyday Life. ISoLA (1) Jiehan Zhou, Ekaterina Gilman, Jukka Riekki, Mika Rautiainen, Mika Ylianttila
2010	C	`conf`	Pervasive Service Computing: Visions and Challenges. CIT Jiehan Zhou, Ekaterina Gilman, Mika Ylianttila, Jukka Riekki
2010	C	`conf`	Reasoning for Smart Space Application: Comparing Three Reasoning Engines CLIPS, Jess and Win-prolog. CIT Ekaterina Gilman, Iván Sánchez Milara, Timo Saloranta, Jukka Riekki
2010	C	`conf`	Towards Context Modelling and Reasoning in a Ubiquitous Campus. EJC Ekaterina Gilman, Xiang Su, Jukka Riekki
2009	—	`conf`	Multimodal interaction with speech and physical touch interface in a media center application. Advances in Computer Entertainment Technology Markku Turunen, Aleksi Kallinen, Iván Sánchez Milara, Jukka Riekki, Juho Hella, Thomas Olsson, Aleksi Melto, Juha-Pekka Rajaniemi, Jaakko Hakulinen, Erno Mäkinen, Pellervo Valkama, Toni Miettinen, Mikko Pyykkönen, Timo Saloranta, Ekaterina Gilman, Roope Raisamo
2009	—	`conf`	PSC-RM: Reference Model for Pervasive Service Composition. FCST Jiehan Zhou, Jun-Zhao Sun, Mika Rautiainen, Oleg Davidyuk, Meirong Liu, Ekaterina Gilman, Xiang Su, Mika Ylianttila, Jukka Riekki