Current Volume 9
Abstract
Out there, right where rubber meets pavement, brightness stirs. This moment arrives. Not pausing first. Not once silence returns. At that point - the blacktop holds still. Forms rise as water runs down edges, dark turns follow trails. Pages once soaked with errors carried last names like stains. Not long before sirens tear into silence, a change slips beneath quiet things. As pressure builds toward snapping point, fragments fall into place - without anyone saying anything at all. Understanding shows up early, softening dread bit by bit. Pages worn thin by weather and grip showed trails of shaky handwriting. When confusion holds clues, scrambled digits unearth errors long forgotten. Gears whirl endlessly, ticking off moments - yet voices ask for truth that cuts fast. Out of Django comes a display shaping tangled outcomes into what feels real. Input today’s street truths, watch danger rise faster than breath can catch. Now, at first sign, problems showed up long before any wreck got close. Lightning-fast warnings hit local crews, triggering detours - occasionally barriers as well. Quiet hangs oddly within endless movement. In one click, all pieces link unexpectedly. City roads unfold on screen like they’ve belonged there forever
Keywords
Traffic Accident Prediction, Machine Learning, Random Forest, Data Analysis, Django Framework, Predictive Modeling, Road Safety, Classification Algorithms
Citations
IRE Journals:
Niharika Chenna, G. Rupa, G. Madhu Shreya, Dr. M. Ramachandra "Traffic Accident Prediction Using Machine Learning Techniques" Iconic Research And Engineering Journals Volume 9 Issue 10 2026 Page 2821-2828 https://doi.org/10.64388/IREV9I10-1716852
IEEE:
Niharika Chenna, G. Rupa, G. Madhu Shreya, Dr. M. Ramachandra
"Traffic Accident Prediction Using Machine Learning Techniques" Iconic Research And Engineering Journals, 9(10) https://doi.org/10.64388/IREV9I10-1716852
About IRE Journals
IRE Journals is an open access online journals established with an aim to publish high quality of research work in various diciplines. We have more than 6 years in publications. Over 2500+ papers already published.
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