Yiannis Gkoufas  Yiannis Gkoufas photo         

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Ireland Research Lab, Dublin, Ireland



Turn of the Carousel - What Does Edge Computing Change for Distributed Applications?
Srikumar Venugopal, Michele Gazzetti, Yiannis Gkoufas, Kostas Katrinis
Proceedings of the 2018 Workshop on Advanced Tools, Programming Languages, and PLatforms for Implementing and Evaluating Algorithms for Distributed systems, 9-11
Abstract   edge computing, software deployment, internet of things, inference, cloud computing, distributed computing, computer science

An Edge Computing Approach to Explore Indoor Environmental Sensor Data for Occupancy Measurement in Office Spaces
Sofiane Zemouri, Yiannis Gkoufas, Damien Magoni, Kostas Katrinis, Ayoub Zemouri, John Murphy
IEEE International Smart Cities Conference (ISC2 2018)

PRIMA: An End-to-End Framework for Privacy at Scale
Spiros Antonatos, Stefano Braghin, Naoise Holohan, Yiannis Gkoufas, Pol Mac Aonghusa
2018 IEEE 34th International Conference on Data Engineering (ICDE)
end to end principle, data mining, database, computer science

Copernicus: A Robust AI-Centric Indoor Positioning System
Yiannis Gkoufas, Kostas Katrinis
Indoor Positioning and Indoor Navigation (IPIN) Conference, 2018


Docit: an integrated system for risk-averse multimodal journey advising
A. Botea, M. Berlingerio, S. Braghin, E. Bouillet, F. Calabrese, B. Chen, Y. Gkoufas, R. Nair, T. Nonner, M. Laumanns
Smart Cities and Homes , pp. 345 - 359, Morgan Kaufmann, 2016

Data Management System for Energy Analytics and its Application to Forecasting
Fusco, F., Fischer, U., Lonij, V., Pompey, P., Fiot, J.B., Chen, B., Gkoufas, Y., Sinn, M
EDBT/ICDT , 2016

Data Management System for Energy Analytics and its Application to Forecasting.
Fusco, Francesco and Fischer, Ulrike and Lonij, Vincent and Pompey, Pascal and Fiot, Jean-Baptiste and Chen, Bei and Gkoufas, Yiannis and Sinn, Mathieu
EDBT/ICDT Workshops, 2016

A scalable demand and renewable energy forecasting system for distribution grids
Lonij, Vincent PA and Fiot, Jean-Baptiste and Chen, Bei and Fusco, Francesco and Pompey, Pascal and Gkoufas, Yiannis and Sinn, Mathieu and Tougas, Don and Coombs, Mary and Stamp, Allen
Power and Energy Society General Meeting (PESGM), 2016, pp. 1--5


Blue) taxi destination and trip time prediction from partial trajectories
Hoang Thanh Lam, Ernesto Diaz-Aviles, Alessandra Pascale, Yiannis Gkoufas, Bei Chen
european conference on principles of data mining and knowledge discovery, pp. 63-74, 2015
Abstract   test set, ensemble learning, trips architecture, leverage, machine learning, data mining, artificial intelligence, computer science

S&P360: Multidimensional Perspective on Companies from Online Data Sources
Michele Berlingerio, Stefano Braghin, Francesco Calabrese, Cody Dunne, Yiannis Gkoufas, Mauro Martino, Jamie C. Rasmussen, Steven I. Ross
Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part III, pp. 320--324

S&P360: Multidimensional Perspective on Companies from Online Data Sources
Berlingerio, Michele and Braghin, Stefano and Calabrese, Francesco and Dunne, Cody and Gkoufas, Yiannis and Martino, Mauro and Rasmussen, Jamie and Ross, Steven
Joint European Conference on Machine Learning and Knowledge Discovery in Databases, pp. 320--324, 2015

(Blue) Taxi Destination and Trip Time Prediction from Partial Trajectories
Lam H.T., Diaz-Aviles, E., Pascale, A., Gkoufas, Y., Chen, B.

Data as a resource: real-time predictive analytics for bus bunching
R. Nair, E. Bouillet, Y. Gkoufas, O. Verscheure, M. Mourad, F. Yashar, R. Perez, J. Perez, G. Bryant,
94th Annual Meeting of the Transportation Research Board, 2015

Towards real-time customer experience prediction for telecommunication operators
Ernesto Diaz-Aviles, Fabio Pinelli, Karol Lynch, Zubair Nabi, Yiannis Gkoufas, Eric Bouillet, Francesco Calabrese, Eoin Coughlan, Peter Holland, Jason Salzwedel
Big Data (Big Data), 2015 IEEE International Conference on, pp. 1063-1072

Inferring Unusual Crowd Events From Mobile Phone Call Detail Records
Yuxiao Dong, Fabio Pinelli, Yiannis Gkoufas, Zubair Nabi, Francesco Calabrese, Nitesh V. Chawla
ECML PKDD - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2015


Predicting User Engagement in Twitter with Collaborative Ranking
Ernesto Diaz-Aviles, Hoang Thanh Lam, Fabio Pinelli, Stefano Braghin, Yiannis Gkoufas, Michele Berlingerio, Francesco Calabrese
Proceedings of the 2014 Recommender Systems Challenge, pp. 41:41--41:46, ACM

Semantic traffic diagnosis with star-city: Architecture and lessons learned from deployment in dublin, bologna, miami and rio
L{\'e}cu{\'e}, Freddy and Tucker, Robert and Tallevi-Diotallevi, Simone and Nair, Rahul and Gkoufas, Yiannis and Liguori, Giuseppe and Borioni, Mauro and Rademaker, Alexandre and Barbosa, Luciano
International Semantic Web Conference, pp. 292--307, 2014


SaferCity: a system for detecting and analyzing incidents from social media
Berlingerio, Michele and Calabrese, Francesco and Di Lorenzo, Giusy and Dong, Xiaowen and Gkoufas, Yiannis and Mavroeidis, Dimitrios
Data Mining Workshops (ICDMW), 2013 IEEE 13th International Conference on, pp. 1077--1080

SaferCity: a System for Detecting Incidents from Social Media
Yiannis Gkoufas, Xiaowen Dong, Michele Berlingerio, Giusy Di Lorenzo, Francesco Calabrese, Dimitrios Mavroeidis, others
IEEE International Conference on Data Mining, 2013


Suppl 1: Combining Textual and Visual Information for Image Retrieval in the Medical Domain
Yiannis Gkoufas, Anna Morou, Theodore Kalamboukis
The open medical informatics journal5, 50, Bentham Science Publishers, 2011

IPL at ImageCLEF 2011 Medical Retrieval Task.
Yiannis Gkoufas, Anna Morou, Theodore Kalamboukis
CLEF (Notebook Papers/Labs/Workshop), 2011


WAX-ROOM: an indoor WSN-based localization platform
SA Mitilineos, JN Goufas, OE Segou, SCA Thomopoulos
SPIE Defense, Security, and Sensing, pp. 76970X--76970X, 2010

Indoor localisation with wireless sensor networks
Stelios A Mitilineos, Dimitris M Kyriazanos, Olga E Segou, John N Goufas, Stelios CA Thomopoulos
Progress In Electromagnetics Research109, 441--474, EMW Publishing, 2010

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