Smart Environmental Sensing: Outdoor Smart Environmental Sensing: Outdoor Extensive field testing was conducted across multiple urban zones with varying pollution profiles tovalidate the system’s effectiveness. The IoT sensors demonstrated high sensitivity andRead More…

Transformer-Enhanced Text Mining Transformer-Enhanced Text Mining A primary obstacle in utilizing transformers directly for topic modeling is their computationalintensity and the difficulty in interpreting the resulting embeddings in terms of explicit topics.Additionally,Read More…

Multimodal Text Mining and Aspect The advent of deep learning and particularly the rise of transformer-based models haverevolutionized natural language processing (NLP). Embedding techniques, which encode words,sentences, or entire documents as denseRead More…

End-to-End Information Extraction End-to-End Information Extraction In today’s data-driven world, the proliferation of unstructured textual data presents bothtremendous opportunities and significant challenges. Vast amounts of text are continuouslygenerated from diverse sources suchRead More…

Fine-Grained Aspect Sentiment Fine-Grained Aspect Sentiment Over the years, machine learning techniques such as Support Vector Machines (SVM) andRandom Forests have been employed for ABSA. However, these methods often require extensivefeature engineeringRead More…

Efficient Continuous Connectivity Broadcast The rapid growth of intelligent transportation systems has brought about significantadvancements in vehicular communication technologies, particularly through the developmentof Vehicular Ad Hoc Networks (VANETs). These networks enable vehicle-to-vehicleRead More…