Text mining and Machine Learning for aviation safety by Brakus Darnell Paperback

Description: Text mining and Machine Learning for aviation safety by Brakus Darnell Estimated delivery 3-12 business days Format Paperback Condition Brand New Description The identification and interpretation of adverse event root cause is a critical function supporting the development of appropriate corrective actions in high-risk industries. Aviation Human Factors (HF) professionals are interested in identifying events caused by human error in aircraft and engine assembly and maintenance to develop solutions to systemic issues. Current event classification methods are heavily dependent on manual review of report narratives, which presents an opportunity to explore automated techniques using data science (DS), rule-based classification, and machine learning (ML). In this study, automated classification models were developed, combined, and compared, using multiple event report fields as model inputs. Based on the determination that event narratives are the most valuable source of root cause information, natural language processing (NLP) and feature engineering methods were explored to identify patterns in human language associated with error causal factors. Details ISBN 9235577780 ISBN-13 9789235577785 Title Text mining and Machine Learning for aviation safety Author Brakus Darnell Format Paperback Year 2023 Pages 198 Publisher Darnell Brakus GE_Item_ID:142578898; About Us Grand Eagle Retail is the ideal place for all your shopping needs! With fast shipping, low prices, friendly service and over 1,000,000 in stock items - you're bound to find what you want, at a price you'll love! Shipping & Delivery Times Shipping is FREE to any address in USA. Please view eBay estimated delivery times at the top of the listing. Deliveries are made by either USPS or Courier. We are unable to deliver faster than stated. International deliveries will take 1-6 weeks. NOTE: We are unable to offer combined shipping for multiple items purchased. This is because our items are shipped from different locations. Returns If you wish to return an item, please consult our Returns Policy as below: Please contact Customer Services and request "Return Authorisation" before you send your item back to us. Unauthorised returns will not be accepted. Returns must be postmarked within 4 business days of authorisation and must be in resellable condition. Returns are shipped at the customer's risk. We cannot take responsibility for items which are lost or damaged in transit. For purchases where a shipping charge was paid, there will be no refund of the original shipping charge. Additional Questions If you have any questions please feel free to Contact Us. Categories Baby Books Electronics Fashion Games Health & Beauty Home, Garden & Pets Movies Music Sports & Outdoors Toys

Price: 28.77 USD

Location: Fairfield, Ohio

End Time: 2024-12-16T04:26:14.000Z

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