CogNet Project Factsheet

Title Authors Event Date
“The Application of Machine Learning and Data Analytics to Network Management for Large Scale Networks” (invited talk) Robert Mullins Fokus Fuseco Forum Nov, 2015
“Deep Natural Language Processing for Cognitive Dialog Systems” (invited talk) Alessandro Moschitti Deep Natural Language Processing for Cognitive Dialog Systems Nov, 2015
“CogNet: An NFV/SDN based architecture for Autonomic 5G Network Management using Machine Learning” (poster) D. Gallico, M. Biancani, H. Assem, D. Lopez 5G: From Myth to Reality (ETSI) Apr, 2016
“NFV Service Orchestration and Lifecycle Management based on Open Source MANO” (invited talk) Diego Lopez TMForumLive! May, 2016
“Deep Natural Language Processing for Fact Verification and User Interaction” (presentation) Alessandro Moschitti Google NLP Workshop 2016 May, 2016
“The future of 5G with Cognitive Computing” Haytham Assem IBM Technical Leadership Exchange (TLE) May, 2016
“CogNet: A new architecture featuring cognitive features” Teodora Sandra Buda IBM Technical Leadership Exchange (TLE) May, 2016
“Applying Machine Learning to Intent-Based Networking ” (presentation) Diego R. Lopez Open Platform for NFV (OPNFV) Summit Jun, 2016
1st International Workshop on Network Management, Quality of Service and Security for 5G Networks” (organization of industrial events) Robert Mullins Conference Workshop hosted at 25th EuCNC 2016 Jun, 2016
“Distributional Neural Networks for Automatic Crossword Puzzles” Severyn, M. Nicosia, G.Barlacchi, A. Moschitti 53rd annual meeting of the Association for Computational Linguistics (ACL) Jul, 2015
“SACRY: Syntax-based automatic crossword puzzle resolution system” G. Barlacchi, M.Nicosia, A.Moschitti 53rd annual meeting of the Association for Computational Linguistics (ACL) Jul, 2015
“Learning to Rank Short Text Pairs with Convolutional Deep Neural Networks” Severyn, A. Moschitti 38th International ACM SIGIR Conference on Research and Development in Information Retrieval Aug, 2015
“Assessing the Impact of Syntactic and Semantic Structures for Answer Passages Reranking” (paper) K. Tymoshenko, A.Moschitti 24th CIKM Oct, 2015
“Deep Neural Networks for Named Entity Recognition in Italian” D. Bonadiman, A. Severyn, A. Moschitti 2nd Italian Conference on Computational Linguistics Dec, 2015
“Intent-Based Networking – And How Machine Learning Can Bring Convergence” P. A. Aranda Networld 2020 Strategic Research Agenda Mar, 2016
“Parallelized unsupervised feature selection for large-scale network traffic analysis” Ordozgoiti, S.Gómez Canaval A.Mozo 24th ESANN Apr, 2016
“PSCEG: An unbiased Parallel Subspace Clustering algorithm using Exact Grids” Zhu, B.Ordozgoiti, A.Mozo 24th ESANN Apr, 2016
“Can Machine Learning aid in delivering new Use cases and Scenarios in 5G?” T.S.Buda, H.Assem, D.Lopez, M. I. Corici, D.Raz, O.Uryupina, R.Mullins, I.G. Ben Yahia IEEE 5GMan May, 2016
“Agile Service Manager for 5G” M. Mechtri, I. G. Ben Yahia, D. Zeghlache IEEE 5GMan May, 2016
“Emerging Management Challenges for the 5G era: Multi-Service Provision through Optimal End-to-End Resource Slicing in Virtualized Infrastructures” K. Tsagkaris, I. G. Ben Yahia, A. Georgakopoulos, P. Demestichas IEEE 5GMan May, 2016
“Crossword Puzzle Resolution in Italian using Distributional Models for Clue Similarity” M. Nicosia, A. Moschitti 7th IIR May, 2016
“ARRAU: Linguistically-Motivated Annotation of Anaphoric Description” O. Uryupina, R. Artstein, A. Bristot, F. Cavicchio, K.J. Rodriguez, M. Poesio 10th LREC May, 2016
“Machine Learning for Autonomic Network Management in a Connected Cars Scenario” G. Velez, M. Quartulli, A. Martin, O. Otaegui, H. Assem NETS4CARS Jun, 2016
“Convolutional Neural Networks vs. Convolution Kernels: Feature Engineering for Question Answering” K. Tymoshenko, D. Bonadiman, A. Moschitti NAACL Jun, 2016
“KeLP at SemEval-2016 Task 3: Learning Semantic Relations between Questions and Answers” S. Filice, D. Croce, A. Moschitti, R. Basili SemEval Jun, 2016
ConvKN at SemEval-2016 Task 3: Answer and Question Selection for Question Answering on Arabic and English Fora” A. Barron-Cedeno, D. Bonadiman, G. Da San Martino, S. Joty, A. Moschitti, F. A. Al Obaidli, S. Romeo, K. Tymoshenko, A. Uva SemEval Jun, 2016
“An Energy Efficient Architecture for 5G Network Management” K. Sullivan, M. Barros, A. Martin EuCNC 2016 Jun, 2016
“CogNet: A Network Management Architecture Featuring Cognitive Capabilities” L. Xu, H. Assem, T. S. Buda, D. R. López, I. G. Ben Yahia, M. Smirnov, D. Raz, O. Uryupina, A. Martin, A. Mozo, D. Gallico, R. Mullins EuCNC 2016 Jun, 2016
“Cooperative Caching in C-RAN using Bayesian Classification and Greedy Placement” B. Azpiazu, M. Quartulli, A. Martín, I. Golaizola, B. Sierra EuCNC 2016 Jun, 2016
“Using Machine Learning to Detect Noisy Neighbors in 5G Networks” U. Margolin, A. Mozo, B. Ordozgoiti, D. Raz, E. Rosensweig, I. Segall EuCNC 2016 Jun, 2016
“LiMoSINe pipeline: Multilingual UIMA-based NLP platform” O. Uryupina, B. Plank, G. Barlacchi, F. Valverde Albacete, M. Tsagkias, A.Uva, A. Moschitti 54th ACL Aug, 2016
“The Rhythms of Italian Cities: Estimating Presence Patterns from Mobile Phone Data” G. Barlacchi, P. Bosetti, Q. Zhang, M. Chinazzi, S, Bernaola, A. Vespignani, B. Lepri IC2S2 Jun, 2016
CogNet: An NFV/SDN based architecture for Autonomic 5G Network Management using Machine Learning (poster) Domenico Gallico (IRT), Matteo Biancani (IRT), Haytham Assem (IBM), Diego Lopez (TID) 2nd Global 5G Event – “Enabling the 5G EcoSphere” Nov, 2016
SLA enforcement Imen Grida Ben Yahia and Jaafar Bendriss (Orange) Orange Exhibition days Dec, 2016
Cognitive Services Portfolio for 5G Network Management Bora Caglayan, Teodora Sandra Buda, Haytham Assem, Imen Grida Ben Yahia, Jaafar Bendriss, Angel Martin, Gorka Velez, Udi Margolin, Itai Segall, Antonio Pastor, Diego Lopez, Alberto Mozo, Bruno Ordozgoiti, Marius-Iulian Corici, Mikhail Smirnov, Kateryna Timoshenko, Olga Uryupina, Joe Tynan, Martin Tolan 2nd Workshop on Network Management, Quality of Service and Security for 5G Networks colocated with EUCNC 2017 Jul, 2016
5G PPP – 5G Architecture White Paper 5G PPP Architecture Working Group Jul, 2016
Dynamic Policy Based Actuation for Autonomic Management of Telecoms Networks Martin Tolan, Joe Tynan, Angel Martin, Felipe Mogollon 2nd Workshop on Network Management, Quality of Service and Security for 5G Networks colocated with EUCNC 2017 Jul, 2016
Book chapter for 5G European Vision Haytham Assem, Jaafar Bendriss, Teodora Sandra Buda, Imen Grida Ben Yahia, Diego Lopez, Udi Margolin, Angel Martin, Alberto Mozo, Marouane Mechteri, Kieran Sullivan, Martin Tolan
RCMC: Recognizing Crowd Mobility Patterns in Cities based on Location Based Social Networks Data Haytham Assem, Teodora Sandra Buda, Declan O’Sullivan Journal: ACM Transactions on Intelligent Systems and Technology (TIST)
Discovering New Socio-demographic Regional Patterns in Cities Haytham Assem, Lei Xu, Teodora Sandra Buda, Declan O’Sullivan LBSN Workshop, SIGSPATIAL 2016, ACM 9thInternational Conference
Machine Learning as a Service for enabling Internet of Things and People Haytham Assem, Teodora Sandra Buda, Declan O’Sullivan Journal: Personal and Ubiquitous Computing (PUC) Journal
RCMC: Recognizing Crowd Mobility Patterns in Cities based on Location Based Social Networks Data Haytham Assem, Teodora Sandra Buda, Declan O’Sullivan Journal: ACM Transactions on Intelligent Systems and Technology (TIST)
Spatio-Temporal Clustering Approach for Detecting Functional Regions in Cities Haytham Assem, Lei Xu, Teodora Sandra Buda, Declan O’Sullivan IEEE ICTAI (International Conference on Tools for Artificial Intelligence) 2016 Nov, 2016
Cognitive Applications and Their Supporting Architecture for Smart Cities Haytham Assem, Lei Xu, Teodora Sandra Buda, Declan O’Sullivan Journal: Big Data Analytics for Sensor-Network Collected Intelligence
ADE: An ensemble approach for early anomaly detection Teodora Sandra Buda, Haytham Assem, Lei Xu IFIP/IEEE International Symposium on Integrated Network Management (IM) 2017 May, 2017
Instantaneous Throughput Prediction in Cellular Networks: Which Information Is Needed? Alassane Samba (Orange Labs, France), Gwendal Simon (Telecom Bretagne, France), Philippe Dooze (Orange Labs, France), Yann Busnel (Crest (Ensai) / Inria Rennes, France), Alberto Blanc (Telecom Bretagne, France) IFIP/IEEE International Symposium on Integrated Network Management May, 2017
Don’t you understand a measure? Learning it: structured prediction for Coreference Resolution using its evaluation measure as a loss function Iryna Haponchyk (UNITN), Alessandro Moschitti (UNITN) ACL (Association for Computational Linguistics) 2017 Aug, 2017
RelTextRank: An Open Source Framework for Building Relational Syntactic-Semantic Text Pair Representations Kateryna Tymoshenko (UNITN), Alessandro Moschitti (UNITN), Massimo Nicosia (UNITN) and Aliaksei Severyn (Google) ACL (Association for Computational Linguistics) 2017 Aug, 2017
Self-Crowdsourcing Training for Relation Extraction Azad Abad(UNITN), Moin Nabi (UNITN) and Alessandro Moschitti (UNITN) ACL (Association for Computational Linguistics) 2017 Aug, 2017
Annotating a broader range of anaphoric phenomena, in a variety of genres: the ARRAU Corpus Olga Uryupina (UNITN), Ron Artstein, Antonella Bristot, Federica Cavicchio, Francesca Delogu, Kepa J. Rodriguez, Massimo Poesio Journal: Journal of Natural Language Engineering
A fast iterative algorithm for improved unsupervised feature selection Bruno Ordozgoiti (UPM), Sandra Gómez Canaval (UPM), Alberto Mozo (UPM) 2016 IEEE 16th International Conference on Data Mining (ICDM) Dec, 2017
Deep convolutional neural networks for detecting noisy neighbours in cloud infrastructure Bruno Ordozgoiti (UPM), Sandra Gómez Canaval (UPM), Alberto Mozo (UPM), Udi Margolin (Nokia), Elisha Rosensweig (Nokia), Itai Segall (Nokia) 25th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning Apr, 2016
Probabilistic Leverage Scores for Parallelized Unsupervised Feature Selection Bruno Ordozgoiti (UPM), Sandra Gómez Canaval (UPM), Alberto Mozo (UPM) 14th International Work-Conference on Artificial Neural Networks 2017 (IWANN) Jun, 2017
CogNet: Network Management Architecture Featuring Cognitive Capabilities Lei Xu, Haytham Assem, Imen Grida Ben Yahia, Teodora Sandra Buda, Angel Martin, Domenico Gallico, Matteo Biancani, Antonio Pastor, Pedro A. Aranda, Mikhail Smirnov, Danny Raz, Olga Uryupina, Alberto Mozo, Bruno Ordozgoiti, Marius-Iulian Corici, Pat O’Sullivan, Robert Mullins. EUCNC 2016 Jun, 2016
Virtualization and 5G (Tutorial) Fabrizio Granelli (UNITN) European Wireless 2017 May, 2017
Enabling 5G architectures through Software Defined Networking (Tutorial) Fabrizio Granelli (UNITN) IEEE CAMAD 2017 Jun, 2017
Deep Learning and Structural Kernels for Semantic Inference on Web Data (Invited talk) Alessandro Moschitti (UNITN) SLTC 2016 Nov, 2016
Machine Learning for 5G applications Olga Uryupina (UNITN) NetCla: ECML-PKDD 2016 Network Classification Challenge Sep, 2016