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Carmen Vaca

Carmen K. Vaca – Carmen Karina Vaca Ruiz

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Books and Theses

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2014
[b1]
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Carmen Vaca:
Spatial analysis of online data to track cities' socio economic indicators and urban land use. Polytechnic University of Milan, Italy, 2014

Journal Articles

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2024
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Reynaldo Gustavo Rivera, Carlos Orellana Fantoni, Eunice Gálvez, Priscilla Jimenez Pazmino, Carmen Karina Vaca Ruiz, Arturo Fitz Herbert:
Using scientometrics to mapping Latin American research networks in emerging fields: the field networking index. Scientometrics 129(4): 2309-2335 (2024)
2020
[j5]
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Johnny Torres, Carmen Vaca, Luis Terán, Cristina L. Abad:
Seq2Seq models for recommending short text conversations. Expert Syst. Appl. 150: 113270 (2020)
2019
[j4]
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Cristina Rottondi, Giacomo Verticale, Piero Fraternali, Jasminko Novak, Konstantinos Pelechrinis, Balázs Hidasi, Carmen Karina Vaca Ruiz:
IEEE Access Special Section Editorial: Social Computing Applications for Smart Cities. IEEE Access 7: 65219-65222 (2019)
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Lorena Recalde, Jonathan Mendieta, Ludovico Boratto, Luis Terán, Carmen Vaca, Gabriela Baquerizo:
Who You Should Not Follow: Extracting Word Embeddings from Tweets to Identify Groups of Interest and Hijackers in Demonstrations. IEEE Trans. Emerg. Top. Comput. 7(2): 206-217 (2019)
2014
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Carmen Karina Vaca Ruiz, Luca Maria Aiello, Alejandro Jaimes:
Modeling dynamics of attention in social media with user efficiency. EPJ Data Sci. 3(1): 5 (2014)
2012
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  - journals/envsoft/FraternaliCSRR12
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Piero Fraternali, Andrea Castelletti, Rodolfo Soncini-Sessa, Carmen Karina Vaca Ruiz, Andrea Emilio Rizzoli:
Putting humans in the loop: Social computing for Water Resources Management. Environ. Model. Softw. 37: 68-77 (2012)

Conference and Workshop Papers

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2023
[c24]
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Guangji Bai, Johnny Torres, Junxiang Wang, Liang Zhao, Cristina L. Abad, Carmen Vaca:
Sign-Regularized Multi-Task Learning. SDM 2023: 793-801
2021
[c23]
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  - conf/bigdataconf/CruzVV21
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Eduardo Cruz, Carmen Vaca, Mónica Villavicencio:
Estimating urban socioeconomic inequalities through airtime top-up transactions data. IEEE BigData 2021: 4265-4272
2019
[c22]
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Johnny Torres, Carmen Vaca:
CL-Aff Deep semisupervised clustering. AffCon@AAAI 2019: 171-180
[c21]
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Eduardo Cruz, Carmen Vaca, Allan Avendaño:
Mining top-up transactions and online classified ads to predict urban neighborhoods socioeconomic status. IEEE BigData 2019: 4055-4062
[c20]
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  - conf/semeval/TorresV19
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Johnny Torres, Carmen Vaca:
JTML at SemEval-2019 Task 6: Offensive Tweets Identification using Convolutional Neural Networks. SemEval@NAACL-HLT 2019: 657-661
[c19]
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Galo Castillo-López, María-Belén Guaranda, Fabricio Layedra, Carmen Vaca:
A Place to Go: Locating Damaged Regions After Natural Disasters Through Mobile Phone Data. SIMBig 2019: 239-251
[c18]
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Johnny Torres, Carmen Vaca:
Cross-lingual Perspectives about Crisis-Related Conversations on Twitter. WWW (Companion Volume) 2019: 255-261
2018
[c17]
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Xavier Andrade, Fabricio Layedra, Carmen Vaca, Eduardo Cruz:
RiSC: Quantifying change after natural disasters to estimate infrastructure damage with mobile phone data. IEEE BigData 2018: 3383-3391
[c16]
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Leonardo X. Kuffo, Carmen Vaca, Edgar Izquierdo, Juan Carlos Bustamante:
Know your customer: Detection of Customer Experience (CX) in Social Platforms using Text Categorization. IEEE BigData 2018: 4086-4094
[c15]
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  - conf/worldcist/GarciaAV18
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Juan Carlos Garcia, Allan Avendaño, Carmen Vaca:
Where to go in Brooklyn: NYC Mobility Patterns from Taxi Rides. WorldCIST (1) 2018: 203-212
[c14]
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Johnny Torres, Kevin Ortiz, Juan García, Carmen Vaca:
Uncovering Aspects of Places for Fitness Activities Through Social Media. WorldCIST (2) 2018: 961-968
2017
[c13]
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Johnny Torres, Carmen Vaca, Cristina L. Abad:
What Ignites a Reply?: Characterizing Conversations in Microblogs. BDCAT 2017: 149-156
[c12]
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Rodrigo D. Castro, Carmen Vaca:
National Leaders' Twitter Speech to Infer Political Leaning and Election Results in 2015 Venezuelan Parliamentary Elections. ICDM Workshops 2017: 866-871
[c11]
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Jonathan Mendieta, Gabriela Baquerizo, Mónica Villavicencio, Carmen Vaca:
Affinity Groups: A Linguistic Analysis for Social Network Groups Identification. SocInfo (2) 2017: 265-276
2016
[c10]
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Rijurekha Sen, Daniele Quercia, Carmen Karina Vaca Ruiz, Krishna P. Gummadi:
Scalable Urban Data Collection from the Web. ICWSM 2016: 683-686
[c9]
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Johnny Torres, Carmen Vaca, Enrique Peláez:
ProximityRank: Who are the nearest influencers? LA-CCI 2016: 1-6
2015
[c8]
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Carmen Karina Vaca Ruiz, Daniele Quercia, Francesco Bonchi, Piero Fraternali:
Taxonomy-Based Discovery and Annotation of Functional Areas in the City. ICWSM 2015: 445-453
2014
[c7]
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Carmen Karina Vaca Ruiz, Daniele Quercia, Luca Maria Aiello, Piero Fraternali:
Taking Brazil's pulse: tracking growing urban economies from online attention. WWW (Companion Volume) 2014: 451-456
[c6]
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Carmen K. Vaca, Amin Mantrach, Alejandro Jaimes, Marco Saerens:
A time-based collective factorization for topic discovery and monitoring in news. WWW 2014: 527-538
2013
[c5]
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Carmen Karina Vaca Ruiz, Daniele Quercia, Luca Maria Aiello, Piero Fraternali:
Tracking Human Migration from Online Attention. CitiSens 2013: 73-83
2012
[c4]
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  - conf/www/BrambillaFR12
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Marco Brambilla, Piero Fraternali, Carmen Karina Vaca Ruiz:
Combining social web and BPM for improving enterprise performances: the BPM4People approach to social BPM. WWW (Companion Volume) 2012: 223-226
2011
[c3]
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Marco Brambilla, Piero Fraternali, Carmen Vaca:
BPMN and Design Patterns for Engineering Social BPM Solutions. Business Process Management Workshops (1) 2011: 219-230
[c2]
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Marco Brambilla, Piero Fraternali, Carmen Vaca:
A Notation for Supporting Social Business Process Modeling. BPMN 2011: 88-102
2007
[c1]
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  - conf/fecs/AbadV07
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Cristina L. Abad, Carmen Vaca:
Design of a Laboratory for an Undergraduate Distributed Systems Course. FECS 2007: 257-263

Informal and Other Publications

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2021
[i1]
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  - journals/corr/abs-2102-11191
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Johnny Torres, Guangji Bai, Junxiang Wang, Liang Zhao, Carmen Vaca, Cristina L. Abad:
Sign-regularized Multi-task Learning. CoRR abs/2102.11191 (2021)

Coauthor Index

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