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João Bártolo Gomes
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2010 – 2019
- 2017
- [j9]Mark Tennant, Frederic T. Stahl, Omer F. Rana, João Bártolo Gomes:
Scalable real-time classification of data streams with concept drift. Future Gener. Comput. Syst. 75: 187-199 (2017) - [j8]Thien Le, Frederic T. Stahl, Mohamed Medhat Gaber, João Bártolo Gomes, Giuseppe Di Fatta:
On expressiveness and uncertainty awareness in rule-based classification for data streams. Neurocomputing 265: 127-141 (2017) - 2016
- [j7]Miguel Ángel Abad, João Bártolo Gomes, Ernestina Menasalvas:
Predicting recurring concepts on data-streams by means of a meta-model and a fuzzy similarity function. Expert Syst. Appl. 46: 87-105 (2016) - [j6]Mariam Adedoyin-Olowe, Mohamed Medhat Gaber, Carlos J. Martín-Dancausa, Frederic T. Stahl, João Bártolo Gomes:
A rule dynamics approach to event detection in Twitter with its application to sports and politics. Expert Syst. Appl. 55: 351-360 (2016) - [c21]João Bártolo Gomes, Hai-Long Nguyen, Min Wu, Jianneng Cao, Shonali Krishnaswamy:
Active Learning for On-Line Partial Discharge Monitoring in Noisy Environments. MDM (Workshops) 2016: 37-42 - 2015
- [j5]Prem Prakash Jayaraman, João Bártolo Gomes, Hai-Long Nguyen, Zahraa Said Abdallah, Shonali Krishnaswamy, Arkady B. Zaslavsky:
Scalable Energy-Efficient Distributed Data Analytics for Crowdsensing Applications in Mobile Environments. IEEE Trans. Comput. Soc. Syst. 2(3): 109-123 (2015) - [c20]Manoranjan Dash, Kee Kiat Koo, James Decraene, Ghim-Eng Yap, Wei Wu, João Bártolo Gomes, Amy Shi Nash, Xiaoli Li:
CDR-To-MoVis: Developing a Mobility Visualization System from CDR data. ICDE 2015: 1452-1455 - [c19]Hai-Long Nguyen, João Bártolo Gomes, Min Wu, Hong Cao, Jianneng Cao, Shonali Krishnaswamy:
Active learning for accurate analysis of streaming partial discharge data. ICPHM 2015: 1-5 - [c18]Mark Tennant, Frederic T. Stahl, João Bártolo Gomes:
Fast Adaptive Real-Time Classification for Data Streams with Concept Drift. IDCS 2015: 265-272 - [c17]Manoranjan Dash, Kee Kiat Koo, João Bártolo Gomes, Shonali Priyadarsini Krishnaswamy, Daniel Rugeles, Amy Shi Nash:
Next place prediction by understanding mobility patterns. PerCom Workshops 2015: 469-474 - 2014
- [j4]João Bártolo Gomes, Mohamed Medhat Gaber, Pedro A. C. Sousa, Ernestina Menasalvas Ruiz:
Mining Recurring Concepts in a Dynamic Feature Space. IEEE Trans. Neural Networks Learn. Syst. 25(1): 95-110 (2014) - [j3]Mohamed Medhat Gaber, João Gama, Shonali Krishnaswamy, João Bártolo Gomes, Frederic T. Stahl:
Data stream mining in ubiquitous environments: state-of-the-art and current directions. WIREs Data Mining Knowl. Discov. 4(2): 116-138 (2014) - [c16]Prem Prakash Jayaraman, João Bártolo Gomes, Hai-Long Nguyen, Zahraa Said Abdallah, Shonali Krishnaswamy, Arkady B. Zaslavsky:
CARDAP: A Scalable Energy-Efficient Context Aware Distributed Mobile Data Analytics Platform for the Fog. ADBIS 2014: 192-206 - [c15]Miguel Ángel Abad, João Bártolo Gomes, Ernestina Menasalvas Ruiz:
Recurring concept detection for spam filtering. FUSION 2014: 1-7 - [c14]Wei Wu, Yue Wang, João Bártolo Gomes, Dang The Anh, Spiros Antonatos, Mingqiang Xue, Peng Yang, Ghim-Eng Yap, Xiaoli Li, Shonali Krishnaswamy, James Decraene, Amy Shi Nash:
Oscillation Resolution for Mobile Phone Cellular Tower Data to Enable Mobility Modelling. MDM (1) 2014: 321-328 - [c13]Thien Le, Frederic T. Stahl, João Bártolo Gomes, Mohamed Medhat Gaber, Giuseppe Di Fatta:
Computationally Efficient Rule-Based Classification for Continuous Streaming Data. SGAI Conf. 2014: 21-34 - [c12]Mark Tennant, Frederic T. Stahl, Giuseppe Di Fatta, João Bártolo Gomes:
Towards a Parallel Computationally Efficient Approach to Scaling Up Data Stream Classification. SGAI Conf. 2014: 51-65 - 2013
- [j2]João Bártolo Gomes, Mohamed Medhat Gaber, Pedro A. C. Sousa, Ernestina Menasalvas Ruiz:
Collaborative Data Stream Mining in Ubiquitous Environments using Dynamic Classifier Selection. Int. J. Inf. Technol. Decis. Mak. 12(6): 1287-1308 (2013) - [c11]João Bártolo Gomes, Clifton Phua, Shonali Krishnaswamy:
Where Will You Go? Mobile Data Mining for Next Place Prediction. DaWaK 2013: 146-158 - [c10]João Bártolo Gomes, Mariam Adedoyin-Olowe, Mohamed Medhat Gaber, Frederic T. Stahl:
Rule Type Identification Using TRCM for Trend Analysis in Twitter. SGAI Conf. 2013: 273-278 - 2012
- [j1]João Bártolo Gomes, Pedro A. C. Sousa, Ernestina Menasalvas Ruiz:
Tracking recurrent concepts using context. Intell. Data Anal. 16(5): 803-825 (2012) - [c9]João Bártolo Gomes, Shonali Krishnaswamy, Mohamed Medhat Gaber, Pedro A. C. Sousa, Ernestina Menasalvas Ruiz:
Mobile Activity Recognition Using Ubiquitous Data Stream Mining. DaWaK 2012: 130-141 - [c8]Artur Andrzejak, João Bártolo Gomes:
Parallel Concept Drift Detection with Online Map-Reduce. ICDM Workshops 2012: 402-407 - [c7]João Bártolo Gomes, Shonali Krishnaswamy, Mohamed Medhat Gaber, Pedro A. C. Sousa, Ernestina Menasalvas Ruiz:
MARS: A Personalised Mobile Activity Recognition System. MDM 2012: 316-319 - [i1]Clifton Phua, Hong Cao, João Bártolo Gomes, Minh Nhut Nguyen:
Predicting Near-Future Churners and Win-Backs in the Telecommunications Industry. CoRR abs/1210.6891 (2012) - 2011
- [b1]João Bártolo Gomes:
Learning Recurring Concepts from Data Streams in Ubiquitous Environments. Technical University of Madrid, Spain, 2011 - [c6]João Bártolo Gomes, Mohamed Medhat Gaber, Pedro A. C. Sousa, Ernestina Menasalvas Ruiz:
Context-Aware Collaborative Data Stream Mining in Ubiquitous Devices. IDA 2011: 22-33 - [c5]João Bártolo Gomes, Ernestina Menasalvas Ruiz, Pedro A. C. Sousa:
Learning recurring concepts from data streams with a context-aware ensemble. SAC 2011: 994-999 - 2010
- [c4]João Bártolo Gomes, Ernestina Menasalvas, Pedro A. C. Sousa:
CALDS: context-aware learning from data streams. StreamKDD@KDD 2010: 16-24 - [c3]João Bártolo Gomes, Ernestina Menasalvas Ruiz, Pedro A. C. Sousa:
Situation-Aware Data Stream Mining Service for Ubiquitous Applications. Mobile Data Management 2010: 360-365 - [c2]João Bártolo Gomes, Ernestina Menasalvas Ruiz, Pedro A. C. Sousa:
Tracking Recurrent Concepts Using Context. RSCTC 2010: 168-177 - [c1]João Bártolo Gomes, Ernestina Menasalvas Ruiz, Pedro A. C. Sousa:
Improving the Learning of Recurring Concepts through High-Level Fuzzy Contexts. RSKT 2010: 234-239
Coauthor Index
aka: Shonali Priyadarsini Krishnaswamy
aka: Ernestina Menasalvas
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