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PROGRAMA SIMBig 2018

Cada paper largo toma 15 minutos de presentación y 5 minutos de preguntas.
Cada paper corto toma 10 minutos de presentación y 5 minutos de preguntas

Lunes 3 de Septiembre

Hora

Presentación

Autores

8h00 - 8h45 Registro y recepción
8h45 - 9h Inaguracion del evento SIMBig 2018
9h - 10h

Conferencia Principal: Lise Getoor

Sesión 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

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

Conferencia Principal: Andrei Broder

Sesión 2: Machine Learning
15h - 15h20 BBVA Data Challenge announcement César Leguía
15h20 - 15h35

Coffee break

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

Martes 4 de Septiembre

Hora

Presentación

Autores

9h - 10h

Conferencia Principal: Jian Pei

Sesión 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

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

Conferencia Principal: Dina Demner-Fushman

Sesión 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

15h40 - 16h40

Conferencia Principal: Ian Horrocks

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
Sesión 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
Cena de gala

Miércoles 5 de Septiembre

Hora

Presentación

Autores

9h - 10h

Conferencia Principal: Anna Perini

10h - 10h20 Telefónica and its big data use cases Telefónica
Sesión 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

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
Clausura