Contrastive Hierarchical Clustering
Explore Contrastive Hierarchical Clustering techniques and applications in this insightful conference talk by Przemysław Rola from the University of Economics in Krakow.
Olé tu léxico! A Computational Investigation into Flamenco Lyrics
Explora el análisis computacional de letras flamencas, revelando patrones lingüísticos y culturales únicos en este género musical tradicional español.
Towards Automated Safety Vetting of PLC Code in Real World Plants - Mu Zhang
Automated safety vetting for PLC code in industrial plants using temporal context-aware program analysis. Generates timed event sequences to detect hidden safety violations in real-world scenarios.
Targeting Crimes and Criminals Through Data - Dr. Rick Adderley
Explore data mining in law enforcement, covering challenges in police data analysis, criminal network analysis, and advanced analytics for crime prevention and resource optimization.
Predicting Vulnerability Exploitation - How to Assess Cybersecurity Risks
Predicting vulnerability exploitation using data from 10 million hosts. Explores factors influencing hacker decisions and presents models to assess exploitation risk, aiding in cybersecurity and risk management.
Network Attack Traffic and Data Mining - Lab 6
Explore network attack traffic and data mining techniques, including statistics, Nmap, Hydra, and crosscorrelation analysis for enhanced cybersecurity understanding.
Over 20 Years of SQL Injection Attacks - Refining Web Attack Detection Using Data Mining Techniques
Explore data mining techniques to refine SQL injection attack detection using CDN logs, NLP, and clustering for improved web security and emerging threat identification.
Identification of Potential Lyme Disease Cases Using Self-Reported Worldwide Tweets
Explore innovative methods for identifying potential Lyme disease cases through analysis of self-reported tweets, leveraging social media data for public health insights.
From Static to Dynamic Access Control Policies via Attribute-Based Category Mining
Explore attribute-based category mining for dynamic access control policies, transitioning from static approaches in cybersecurity.
Knowledge-Infused Matching of Support Seekers and Support Providers on Reddit
Explore knowledge-infused AI for matching support seekers and providers on Reddit. Learn innovative techniques to enhance mental health support through advanced natural language processing.
Excel 2019 Power User Tutorial
Advanced Excel techniques for data analysis, including VLOOKUP troubleshooting, INDEX MATCH, PivotTables, array formulas, conditional formatting, and macros. Ideal for users seeking to enhance efficiency and problem-solving skills.
Leading Data Science Teams - A Framework to Help Guide Data Science Project Managers - Jeffrey Saltz
A framework for data science project managers covering team formation, analytical solution processes, and risk management. Focuses on effective project execution rather than specific algorithms.
Approaches to Classification of Variants in TP53 and Other Hereditary Cancer Genes - Ambry Genetics
Overview of variant classification methods in hereditary cancer genes, focusing on TP53. Compares ACMG codes with quantitative models, providing examples of evidence calibration and data mining for gene-specific classification.
Building Tools and Frameworks for Large-Scale Social Media Mining
Learn to build tools and frameworks for large-scale social media mining, focusing on creating data infrastructure for COVID-19 research using Twitter data. Gain insights on challenges, solutions, and best practices.
Hunting Twitter Bots at Scale - 2018
Explore techniques to identify and track automated Twitter accounts using data collection, attribute analysis, and machine learning classifiers for large-scale bot detection.
Data Mining with Python - Data Mining for Beginners
Learn data mining techniques using Python, covering classification, regression, and prediction. Gain practical skills to extract valuable insights from data for business and scientific applications.
Excel 2021 Power User Full Course
Comprehensive tutorial for advanced Excel users covering powerful functions, pivot tables, data analysis techniques, and XLOOKUP. Develop skills to solve complex problems and streamline data processing efficiently.
Constrained Multimodal Data Mining Using Coupled Matrix and Tensor Factorizations
Explore advanced techniques for analyzing complex multimodal data using coupled matrix and tensor factorizations. Learn about extracting insights from heterogeneous datasets in metabolomics and neuroscience.
Data-Driven Discovery: Revolutionizing Medical Research
Discover how big data and outsourced research are revolutionizing scientific inquiry, challenging traditional methods, and unlocking new possibilities in genomics and medicine.
Data Mining the Many-body Problem - From Equilibrium to Driven Systems by Marcello Dalmonte
Explore data mining techniques for many-body systems, from equilibrium to driven states. Learn to analyze complex quantum phenomena and their applications in theoretical physics.
Surviving a Ph.D. and Career Options in Data Mining - Doctoral Forum Panel
Expert panel discusses strategies for Ph.D. success and post-doctoral career paths in academia, industry, and research labs, offering valuable insights for data mining doctoral students.