Data augmentation in natural language processing: a novel text generation approach for long and short text classifiers

Classifying imbalanced data using SMOTE based class-specific kernelized ELM

(2021) Bhagat Singh Raghuwanshi et al.   International Journal of Machine Learning and Cybernetics

Imbalanced data classification based on diverse sample generation and classifier fusion

(2021) Junhai Zhai et al.   International Journal of Machine Learning and Cybernetics

Lexical data augmentation for sentiment analysis

(2021) Rong Xiang et al.   Journal of the Association for Information Science and Technology

A technical view on neural architecture search

(2020) Yi-Qi Hu et al.   International Journal of Machine Learning and Cybernetics

Descriptive and visual summaries of disaster events using artificial intelligence techniques: case studies of Hurricanes Harvey, Irma, and Maria

(2019) Firoj Alam et al.   BEHAVIOUR & INFORMATION TECHNOLOGY

Rapid relevance classification of social media posts in disasters and emergencies: A system and evaluation featuring active, incremental and online learning

(2019) Marc-André Kaufhold et al.   INFORMATION PROCESSING & MANAGEMENT

A novel approach to generate a large scale of supervised data for short text sentiment analysis

(2018) Xiao Sun et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Emergency services׳ attitudes towards social media: A quantitative and qualitative survey across Europe

(2016) Christian Reuter et al.   INTERNATIONAL JOURNAL OF HUMAN-COMPUTER STUDIES

Semantic Abstraction for generalization of tweet classification: An evaluation of incident-related tweets

(2016) Axel Schulz et al.   Semantic Web