PROGRAM SIMBig 2018
Each long paper takes 15 minutes of presentation and 5 minutes of questions.
Each short paper takes 10 minutes of presentation and 5 minutes of questions.
Monday 3rd September |
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|---|---|---|
Hour |
Presentation |
Authors |
| 8h00 - 8h45 | Registration and reception | |
| 8h45 - 9h | Inauguration of SIMBig 2018 | |
| 9h - 10h | Keynote Speaker: Lise Getoor |
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| Session 1: Social Media and NLP | ||
| 10h - 10h20 | Word Embeddings and Deep Learning for Spanish Twitter Sentiment Analysis | J. E. Ochoa Luna and D. Ari |
| 10h20 - 10h35 | Coffee break |
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| 10h35 - 10h55 | Events detection in a city from Twitter | M. Steglich, R. Speroni and J. J. Prada |
| 10h55 - 11h10 | ANEW for Spanish Twitter Sentiment Analysis using Instance-Based Multi-Label Learning Algorithms | R. Palomino, C. Melendez, D. Mauricio and J. Valverde-Rebaza |
| 11h10 - 11h30 | An Operational Deep Learning Pipeline for Classifying Life Events from Individual Tweets | X. Du, J. Bian and M. Prosperi |
| 11h30 - 11h45 | Using Behavior and Text Analysis to Detect Propaganda and Misinformation on Twitter | M. Orlov and M. Litvak |
| 11h45 - 12h05 | Analyzing the Retweeting Behavior of Influencers to Predict Popular Tweets, with and without Considering their Content | M. G. Silva, M. A. Domínguez and P. G. Celayes |
| 14h - 15h | Keynote Speaker: Andrei Broder |
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| Session 2: Machine Learning | ||
| 15h - 15h20 | BBVA Data Challenge announcement | César Leguía |
| 15h20 - 15h35 | Coffee break |
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| 15h35 - 15h50 | Link prediction in co-authorship networks using Scopus data | E. Medina-Acuña, P. N. Shiguihara Juárez and N. Murrugarra-Llerena |
| 15h50 - 16h05 | Aerial Scene Classification and Information Retrieval Via Fast Kernel Based Fuzzy C-Means Clustering | Z. Ye, H. Yin and Y. Ye |
| 16h05 - 16h20 | A Case Study of Library Data Management: A New Method to Analyze Borrowing Behavior | L. Cano, E. Hein, M. Rada-Orellana, and C. Ortega |
| 16h20 - 16h35 | Sparkmach: a Distributed Data Processing System Based on Automated Machine Learning For Big Data | P. Torres-Robatty and G. Bravo-Rocca |
| 16h35 - 17:05 | Meeting Peruvian Universities and Visitors |
J. A. Lossio and H. Alatrista |
| 17h05 - 17h20 | Deep Dive into Authorship Verification of emails with Convolutional Neural Network | M. Litvak |
| 18h | Welcome Cocktail |
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Tuesday 4th September |
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|---|---|---|
Hour |
Presentation |
Authors |
| 9h - 10h | Keynote Speaker: Jian Pei |
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| Session 3: Data Mining | ||
| 10h - 10h20 | Monitoring of air quality with low-cost electrochemical sensors and the use of artificial neural networks for the atmospheric pollutants concentration levels prediction | A. Luna, A. Talavera, H. Navarro and L. Cano |
| 10h20 - 10h35 | Coffee break |
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| 10h35 - 10h50 | Data Mining Algorithms for Risk Detection in Bank Loans | A. G. Talavera, L. Cano, D. Paredes and M. Chong |
| 10h50 - 11h10 | DETECTOR: Automatic detection system for terrorist attack trajectories | M. Nunez-Del-Prado, B. Exposito and I. Hoyos |
| 11h10 - 11h25 | Car Monitoring System in Apartment Garages by Small Autonomous Car using Deep Learning | L. Leon Vera and F. A. Moreno |
| 11h25 - 11h45 | A Framework for Analytical Approaches to Combine Interpretable Models | P. Strecht, J. Mendes-Moreira and C. Soares |
| 13h30 - 14h30 | Keynote Speaker: Dina Demner-Fushman |
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| Session 4: NLP and Ontologies | ||
| 14h30 - 14h50 | Processing Quechua and Guarani Historical Texts Query expansion at character and word level for Information Retrieval | J. Cordova, C. Boidin, C. Itier, M.-A. Moreaux and D. Nouvel |
| 14h50 - 15h05 | Topic modeling applied to business research: a Latent Dirichlet Allocation (LDA)-based classification for organization studies | C. Vílchez Román, S. Sanguinetti and F. Huamán Delgado |
| 15h05 - 15h25 | Using Neural Network for Identifying Clickbaits in Online News Media | A. Omidvar |
| 15h25 - 15h40 | Coffee break |
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| 15h40 - 16h40 | Keynote Speaker: Ian Horrocks |
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| 16h40 - 17h | Spanish Named Entity Recognition in the Biomedical Domain | V. Cotik, H. Rodriguez and J. Vivaldi |
| 17h - 17h15 | Ontology modeling of the Estonian Traffic Act for self-driving buses | A. Nogales, E. Täks and K. Taveter |
| Session 5: Big Data and Applications i | ||
| 17h15 - 17h30 | Thought Off-line Sanitization Methods for Bank Transactions | I. Hoyos and M. Nuñez del Prado |
| 17h30 - 17h45 | Big data for development: An approach as a state government capacity in the countries | M. Villaverde Aguilar |
| 19h | Gala Dinner |
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Wednesday 5th September |
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|---|---|---|
Hour |
Presentation |
Authors |
| 9h - 10h | Keynote Speaker: Anna Perini |
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| 10h - 10h20 | Telefónica and its big data use cases | Telefónica |
| Session 6: Software Engineering | ||
| 10h20 - 10h40 | Towards Real-time Automatic Stress Detection for OfficeWorkplaces | Franci Suni Lopez, Nelly Condori-Fernandez and Alejandro Catala |
| 10h40 - 11h | SoTesTeR: Software Testing Techniques' Recommender System using a collaborative approach | Ronald Eduardo Ibarra Zapata and Glen Dario Rodriguez Rafael |
| 11h - 11h15 | Coffee break |
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| 11h15 - 11h35 | Crowdsourcing High-Quality Structured Data | Harry Halpin and Ioanna Lykourentzou |
| 11h35 - 11h55 | Ethical and Socially-Aware Data Labels | Elena Beretta, Antonio Vetrò, Bruno Lepri and Juan Carlos De Martin |
| Session 7: Image Processing | ||
| 11h55 - 12h15 | Shadow Removal in High-Resolution Satellite Images Using Conditional Generative Adversarial Networks | G. Morales, S. G. Huamán and J. Telles |
| 12h15 - 12h35 | A Mixed Model Based on Shape Context and Spark for Sketch Based Image Retrieval | W. Puenternan Fernandez and C. Beltrán Castañón |
| Session 8: Big Data and Applications II | ||
| 12h35 - 12h55 | Continuous Detection of Abnormal Heartbeats from ECG Using Online Outlier Detection | Y. Lin, B. S. Lee and D. Lustgarten |
| 12h55 - 13h15 | Do Public and Government Think Similar about Indian Cleanliness Campaign? | A. Dhiman and D. Toshniwal |
| 13h15 - 13h50 | Closure |
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