{"url":"/method/rtpnn","slug":"rtpnn","name":"rTPNN","full_name":"Recurrent Trend Predictive Neural Network","full_name_withheld":false,"description_markdown":"A neural network model to automatically capture trends in time-series data for improved prediction/forecasting performance","description_state":"present","introduced_year":null,"introduced_by":{"title":"Recurrent Trend Predictive Neural Network for Multi-Sensor Fire Detection","paper":"/paper/recurrent-trend-predictive-neural-network-for","first_author":"Mert Nakıp","n_authors":3,"url_abs":null,"archive_paper_url":"https://paperswithcode.com/paper/recurrent-trend-predictive-neural-network-for"},"source":{"url":"https://ieeexplore.ieee.org/document/9451553","title":"Recurrent Trend Predictive Neural Network for Multi-Sensor Fire Detection","url_on_a_paper_host":true},"code_snippet_url":null,"code_snippet_url_on_a_code_host":false,"categories":[{"area":"Sequential","area_id":"sequential","collection":"Recurrent Neural Networks","url":"/methods/category/recurrent-neural-networks","pwc_aliases":[]}],"n_papers_tagged":1,"archive_num_papers":1,"papers_newest_first":[{"paper":"/paper/recurrent-trend-predictive-neural-network-for","title":"Recurrent Trend Predictive Neural Network for Multi-Sensor Fire Detection","date":"2021-06-10","arxiv_id":null,"n_code_links":2,"syntology":null}],"papers_shown":1,"tasks":[{"task":"/task/fire-detection","name":"Fire Detection","papers":1},{"task":"/task/multivariate-time-series-forecasting","name":"Multivariate Time Series Forecasting","papers":1},{"task":"/task/time-series-1","name":"Time Series","papers":1},{"task":"/task/time-series","name":"Time Series Analysis","papers":1},{"task":"/task/time-series-regression","name":"Time Series Regression","papers":1}],"tasks_shown":5,"n_tasks":5,"usage_by_year":[{"year":"2021","papers":1}],"row_source":"methods_table","archive":{"source":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","archive_url":"https://paperswithcode.com/method/rtpnn"},"syntology_read_at":"2026-09-24T18:15:14+00:00"}