This document summarizes a research paper that develops an ant colony optimization (ACO) approach for filtering spam emails. It begins by noting the negative impacts of spam and how machine learning techniques have improved spam filtering over traditional rule-based methods. It then provides an overview of how ACO has been applied to data mining problems. The document proposes an ACO-based spam filtering model called AntSFilter and evaluates its performance on a public email dataset compared to other classifiers like Naive Bayes and Ripper. The preliminary results found AntSFilter yielded better accuracy with smaller rule sets, highlighting important features for identifying email categories.
Barcoding Regulations For Healthcare Products In India pptneraja reddi amaram
The document discusses barcoding regulations for healthcare products in India. It notes that medication errors are a significant problem worldwide, causing deaths and disabilities. To address this, India is implementing track and trace of healthcare products using barcodes to increase supply chain efficiency and ensure patient safety. It provides details on barcode standards like GS1, the different types of barcodes used at primary, secondary and tertiary packaging levels, and barcode implementation guidelines.
This resume is for Kristine Pisarcik, who seeks a professional position. She has over 10 years of work experience including as an administrative assistant at a medical office, credit researcher, teacher, daycare director, and waitress. She has a Bachelor's degree in Elementary Education from Indiana University of PA, where she graduated with honors and was on the Dean's List. Her technical skills include Microsoft Office programs and credit research databases.
Michael Lestus Mitchell has over 15 years of experience in patient care, emergency care, and the military. He has a high school diploma and graduated from massage therapy school in 2013. His qualifications include certifications in BLS, CPR, First Aid, PHTLS, and as a Registered Medical Assistant. He is skilled in areas such as deep tissue massage, lymphatic drainage, hydrotherapy, aromatherapy, and minor sterile procedures.
This document summarizes a research paper that develops an ant colony optimization (ACO) approach for filtering spam emails. It begins by noting the negative impacts of spam and how machine learning techniques have improved spam filtering over traditional rule-based methods. It then provides an overview of how ACO has been applied to data mining problems. The document proposes an ACO-based spam filtering model called AntSFilter and evaluates its performance on a public email dataset compared to other classifiers like Naive Bayes and Ripper. The preliminary results found AntSFilter yielded better accuracy with smaller rule sets, highlighting important features for identifying email categories.
Barcoding Regulations For Healthcare Products In India pptneraja reddi amaram
The document discusses barcoding regulations for healthcare products in India. It notes that medication errors are a significant problem worldwide, causing deaths and disabilities. To address this, India is implementing track and trace of healthcare products using barcodes to increase supply chain efficiency and ensure patient safety. It provides details on barcode standards like GS1, the different types of barcodes used at primary, secondary and tertiary packaging levels, and barcode implementation guidelines.
This resume is for Kristine Pisarcik, who seeks a professional position. She has over 10 years of work experience including as an administrative assistant at a medical office, credit researcher, teacher, daycare director, and waitress. She has a Bachelor's degree in Elementary Education from Indiana University of PA, where she graduated with honors and was on the Dean's List. Her technical skills include Microsoft Office programs and credit research databases.
Michael Lestus Mitchell has over 15 years of experience in patient care, emergency care, and the military. He has a high school diploma and graduated from massage therapy school in 2013. His qualifications include certifications in BLS, CPR, First Aid, PHTLS, and as a Registered Medical Assistant. He is skilled in areas such as deep tissue massage, lymphatic drainage, hydrotherapy, aromatherapy, and minor sterile procedures.