@article{cisuc-5868-2019,
author={Costa, J. and Silva, C. and Antunes, M. and Ribeiro, B. },
title={Boosting Dynamic Ensemble’s Performance in Twitter},
editor={Springer},
journal={Neural Computing and Applications},
number={n/a},
pages={n/a},
year=2019,
address={n/a},
}
@article{cisuc-5086-2017,
author={Costa, J. and Silva, C. and Antunes, M. and Ribeiro, B. },
title={Adaptive Learning for Dynamic Environments: a Comparative Approach },
editor={A Abraham},
journal={Engineering Applications of Artificial Intelligence, Elsevier },
number={n/a},
pages={336--345},
year=2017,
address={n/a},
}
@article{cisuc-3501-2013,
author={Costa, J. and Silva, C. and Antunes, M. and Ribeiro, B. },
title={Customized Crowds and Active Learning to Improve Classification},
editor={Jay Liebowitz },
journal={Expert Systems With Applications, Elsevier},
volume={40},
number={18},
pages={7212--7219},
year=2013,
address={n/a},
}
@inproceedings{cisuc-5815-2019,
author={Costa, J. and Silva, C. and Ribeiro, B. },
title={Hierarchical Deep Learning Approach for Plant Disease Detection},
booktitle={9th Iberian Conference on Pattern Recognition and Image Analysis},
year=2019,
address={n/a},
}
@inproceedings{cisuc-5816-2019,
author={Phong, N.H. and Costa, J. and Ribeiro, B. },
title={An Improvement for Capsule Networks using Depthwise Separable Convolution},
booktitle={9th Iberian Conference on Pattern Recognition and Image Analysis},
year=2019,
address={n/a},
}
@inproceedings{cisuc-5981-2019,
author={Costa, J. and Utreras, S. and Welling, T. and Silva, C. },
title={Deep Learning Approaches for Sentiment Analysis in Instagram Images},
booktitle={RECPAD 2019 - Portuguese Conference on Pattern Recognition},
year=2019,
address={n/a},
}
@inproceedings{cisuc-5432-2018,
author={Costa, J. and Silva, C. and Antunes, M. and Ribeiro, B. },
title={Adaptive Learning Models Evaluation in Twitter's Timelines},
booktitle={International Joint Conference on Neural Networks},
year=2018,
address={n/a},
}
@inproceedings{cisuc-5569-2018,
author={Guevara, J. and Costa, J. and Arroba, J. and Silva, C. },
title={Harvesting Opinions in Twitter for Sentiment Analysis},
booktitle={13th Iberian Conference on Information Systems and Technologies (CISTI)},
year=2018,
address={n/a},
}
@inproceedings{cisuc-5570-2018,
author={Guevara, J. and Morales, M. and Costa, J. and Silva, C. },
title={Comparing Learning Approaches for Twitter Sentiment Analysis},
booktitle={24th edition of the Portuguese Conference on Pattern Recognition (RecPad)},
year=2018,
address={n/a},
}
@inproceedings{cisuc-5571-2018,
author={Costa, J. and Silva, C. and Ribeiro, B. },
title={Twitter message: is bigger the better for classification purposes?},
booktitle={24th edition of the Portuguese Conference on Pattern Recognition (RecPad)},
year=2018,
address={n/a},
}
@inproceedings{cisuc-5572-2018,
author={Costa, J. and Silva, C. and Ribeiro, B. },
title={Learning in Twitter streams with 280 character tweets},
booktitle={10th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2018)},
year=2018,
address={n/a},
}
@inproceedings{cisuc-5573-2018,
author={Oliveira, N. and Costa, J. and Silva, C. and Ribeiro, B. },
title={Retweet Predictive Model for Predicting the Popularity of Tweets},
booktitle={10th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2018)},
year=2018,
address={n/a},
}
@inproceedings{cisuc-5985-2018,
author={Silva, C. and Ribeiro, B. and Costa, J. and Oliveira, N. },
title={Retweet Predictive Model for Predicting the Popularity of Tweets},
booktitle={10th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2018)},
year=2018,
address={n/a},
}
@inproceedings{cisuc-4878-2017,
author={Costa, J. and Silva, C. and Antunes, M. and Ribeiro, B. },
title={Performance Metrics for Model Fusion in Twitter Data Drifts},
booktitle={IbPRIA 2017: 8th Iberian Conference on Pattern Recognition and Image Analysis, LNCS, Springer},
year=2017,
address={n/a},
}
@inproceedings{cisuc-5189-2017,
author={Oliveira, N. and Costa, J. and Silva, C. and Ribeiro, B. },
title={On the importance of Users' Features in Retweeting},
booktitle={23rd Portuguese Conference on Pattern Recognition - RECPAD 2017},
year=2017,
address={n/a},
}
@inproceedings{cisuc-4661-2016,
author={Costa, J. and Silva, C. and Antunes, M. and Ribeiro, B. },
title={Choice of Best Samples for Building Ensembles in Dynamic Environments},
booktitle={17th International Conference on Engineering Applications of Neural Networks (EANN)},
year=2016,
address={n/a},
}
@inproceedings{cisuc-4744-2016,
author={Costa, J. and Silva, C. and Antunes, M. and Ribeiro, B. },
title={Twitter classification: are some examples better than others?},
booktitle={22nd Portuguese Conference on Pattern Recognition},
year=2016,
address={n/a},
}
@inproceedings{cisuc-4295-2015,
author={Costa, J. and Silva, C. and Antunes, M. and Ribeiro, B. },
title={The Impact of Longstanding Messages in Micro-Blogging Classification},
booktitle={IEEE International Joint Conference on Neural Networks (IJCNN'15)},
year=2015,
address={n/a},
}
@inproceedings{cisuc-4324-2015,
author={Costa, J. and Silva, C. and Antunes, M. and Ribeiro, B. },
title={DOTS: Drift Oriented Tool System},
booktitle={22nd International Conference on Neural Information Processing (ICONIP2015)},
year=2015,
address={n/a},
}
@inproceedings{cisuc-4339-2015,
author={Silva, C. and Antunes, M. and Costa, J. and Ribeiro, B. },
title={Active Manifold Learning with Twitter Big Data},
booktitle={2015 INNS BigData International Conference, Procedia Computer Science , vol. 53, pp. 208-215},
year=2015,
address={n/a},
}
@inproceedings{cisuc-4348-2015,
author={Costa, J. and Silva, C. and Antunes, M. and Ribeiro, B. },
title={Generating datasets with drift},
booktitle={21th edition of the Portuguese Conference on Pattern Recognition (RecPad)},
year=2015,
address={n/a},
}
@inproceedings{cisuc-3998-2014,
author={Costa, J. and Silva, C. and Antunes, M. and Ribeiro, B. },
title={Concept Drift Awareness in Twitter Streams},
booktitle={IEEE International Conference on Machine Learning and Applications},
year=2014,
address={n/a},
}
@inproceedings{cisuc-3999-2014,
author={Costa, J. and Silva, C. and Antunes, M. and Ribeiro, B. },
title={Learning with Drift in Twitter},
booktitle={Portuguese Conference on Pattern Recognition},
year=2014,
address={n/a},
}
@inproceedings{cisuc-3205-2013,
author={Costa, J. and Silva, C. and Antunes, M. and Ribeiro, B. },
title={Defining Semantic Meta-Hashtags for Twitter Classification},
booktitle={M. Tomassini et al. (Eds.): ICANNGA 2013, LNCS 7824, pp. 226--235. Springer, Heidelberg (2013)},
year=2013,
address={n/a},
}
@inproceedings{cisuc-3521-2013,
author={Costa, J. and Silva, C. and Ribeiro, B. and Antunes, M. },
title={CrowdTargeting: Making Crowds More Personal},
booktitle={Semantic and Social Media Adaptation and Personalization (SMAP), 2013 8th International Workshop on},
year=2013,
address={n/a},
}
@inproceedings{cisuc-2973-2011,
author={Costa, J. and Silva, C. and Ribeiro, B. },
title={On Using Crowdsourcing and Active Learning to Improve Classification Performance},
booktitle={Proceedings of 11th International Conference on Intelligent Systems Design and Applications (ISDA 2011), IEEE; pp. 469-474; November, Cordoba, Spain (DOI:10.1109/ISDA.2011.6121700)},
year=2011,
address={n/a},
}
@inproceedings{cisuc-2974-2011,
author={Costa, J. and Silva, C. and Ribeiro, B. },
title={Get Your Jokes Right: Ask The Crowd},
booktitle={ Proceedings of 1st International Conference on Model and Data Engineering (MEDI 2011),  Lecture Notes Computer Science; Vol. 6918, pp. 178-185, Springer, September, Óbidos, Portugal  (DOI:10.1007/978-3-642-24443-8_20)},
year=2011,
address={n/a},
}
@inproceedings{cisuc-2975-2011,
author={Costa, J. and Silva, C. and Ribeiro, B. },
title={The Importance of Precision in humour Classification},
booktitle={"; Proceedings of 12th International Conference on Intelligent Data Engineering and Automated Learning (IDEAL 2011),Lecture Notes Computer Science, Vol. 6936, pp.271-278, Springer, September, Norwich, UK (10.1007/978-3-642-23878-9_33)},
year=2011,
address={n/a},
}