bookmarks (hide)44
- PAN is a series of scientific events and shared tasks on digital text forensics and stylometry
- In this post, I want to show how I use NLTK for preprocessing and tokenization, but then apply machine learning techniques (e.g. building a linear SVM using stochastic gradient descent) using Scikit-Learn.
- In this post you will see 5 recipes of supervised classification algorithms applied to small standard datasets that are provided with the scikit-learn library.
- cnn-text-classification-tf - Convolutional Neural Network for Text Classification in Tensorflow
- We’ve developed an unsupervised system which learns an excellent representation of sentiment.
- senti-storm - SentiStorm - Real-time Twitter Sentiment Classification based on Apache Storm
publications (hide)180
- Journal of Cheminformatics, 11 (1): 2 (January 2019)
- Proceedings of the 2016 ACM international joint conference on pervasive and ubiquitous computing, page 1076--1087. (2016)
- Data Mining and Knowledge Discovery, 34 (5): 1454--1495 (Sep 1, 2020)
- (2018)cite arxiv:1806.04509.
- Advances in Neural Information Processing Systems, (2021)
- Frontiers of Computer Science, 10 (1): 96--112 (Feb 1, 2016)
- Pattern Recognition Letters, 27 (8): 861-874 (2006)
- (2019)cite arxiv:1910.13051Comment: 27 pages, 23 figures.
- (2018)cite arxiv:1809.04356Comment: Accepted at Data Mining and Knowledge Discovery.
- Proceedings of the MSW 2004 workshop at the 10th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, page 70-87. (August 2004)
- From Data and Information Analysis to Knowledge Engineering, Springer Berlin Heidelberg, (2006)
- to be published, (2020)
- Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, page 2035–2038. New York, NY, USA, Association for Computing Machinery, (2017)
- IEEE Transactions on Geoscience and Remote Sensing, 50 (8): 3081-3095 (August 2012)
- Proceedings of the 25th ACM International on Conference on Information and Knowledge Management, ACM, (October 2016)
- 2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), page 898-905. (November 2019)
- EasyChair Preprint no. 2838, (EasyChair, 2020)
- RiTA, page 32-37. IEEE, (2019)
- AICS, volume 2563 of CEUR Workshop Proceedings, page 353-364. CEUR-WS.org, (2019)
- (2018)cite arxiv:1805.00794.
