Descriptive data mining analyzes historical data to find patterns, relationships, and anomalies, aiding in decision-making. Unsupervised learning and examples of techniques like clustering are explored, showcasing the power of data analysis in business.

1 views • 49 slides

In the realm of cybersecurity, Intrusion Detection Systems (IDS) and Intrusion Prevention Systems (IPS) play pivotal roles in safeguarding networks against evolving threats. SecurityGen's IDS IPS solutions are designed to monitor network traffic, detect suspicious activities, and prevent potential i

4 views • 1 slides

Delve into the cutting-edge approach of ANVESHAN for risk analysis in GST enforcement, focusing on early identification of risky taxpayers, anomalies in digital information, and actionable intelligence to combat fraud. This presentation highlights the utilization of registration documents, E-way bil

0 views • 9 slides

Radar Attenuation Tomography is used to map the temperature distributions within the ice sheet by analyzing the radio waves' attenuation properties. This study focuses on the Eastern Shear Margin of Thwaites Glacier, where fast-moving ice meets slower ice, impacting ice rheology influenced by temper

4 views • 18 slides

Comprehensive training on Fall-2 advanced reports and certification covering data orientation, basics, skill-building, troubleshooting errors, data privacy, file submission, and anomalies management. The objective is to identify, prepare, coordinate, review, and certify Fall-2 reports accurately, en

0 views • 43 slides

This study focuses on identifying flash droughts in Sicily by analyzing potential evapotranspiration and soil moisture anomalies. The research examines trends in evapotranspiration and soil moisture levels over the past 22 years, pinpointing a possible flash drought occurrence in eastern Sicily in 2

3 views • 29 slides

Gravitational anomalies pose an inverse problem in determining characteristics of underlying bodies. Surface gravity values provide insights into geometric shape, dimensions, density contrast, and depth. Interpreting anomalies requires integrating gravimetric analysis with other geological data. Cal

4 views • 62 slides

The GHOST project focuses on the challenges of modeling, analyzing, and generating patterns of network activity. By utilizing Non-Negative Matrix Factorization (NMF), realistic network activity patterns can be created and injected into live wireless networks. Understanding and predicting user behavi

4 views • 28 slides

Endometriosis is a commonly found illness in women that is chronic, painful, and gets steadily worse. The inward covering of the uterus is known as the endometrium. Anomalies can happen when it overgrows outside or behind the uterus, on the ovaries, fallopian tubes, or in areas covering the uterus.

2 views • 7 slides

Explore the intriguing anomalies in particle physics discussed by Andreas Crivellin, shedding light on phenomena like the anomalous magnetic moment of the muon, X17 particle, and neutrino anomalies. Discover the latest research findings and potential implications for the future of physics.

0 views • 42 slides

Threat intelligence plays a crucial role in Microsoft Sentinel solutions, enabling the detection of multi-stage attacks, ransomware activities, and emerging threats. Fusion technology combines Graph-powered Machine Learning and probabilistic kill chain analysis to detect anomalies and high-fidelity

2 views • 5 slides

Embark on a journey through the fascinating world of embryology with Dr. Sanaa Al Sharawi and Dr. Essam Salama. Delve into the definition, significance, and developmental periods of embryology, learning about prenatal and postnatal stages, common terminologies like oocyte and zygote, and critical pe

1 views • 22 slides

Placenta Accreta Syndrome (PAS) is characterized by abnormal placental implantation with firm adherence to the uterine muscle due to the absence of certain layers. Risk factors include previous cesarean section, placenta previa, advanced maternal age, and uterine anomalies. Diagnosis involves ultras

0 views • 16 slides

Newborn female with VACTERL association, imperforate anus, and perianal skin tag identified at birth. Patient transferred for surgical intervention and further workup due to associated abnormalities. Imaging studies show multiple sacral vertebral anomalies. Differential diagnosis includes genetic sy

0 views • 16 slides

The Margaret Hackett Family Program at UChicago Medicine is dedicated to advancing care and research for patients with congenital anomalies of the central nervous system. Through pillars focused on providing compassionate care, establishing a network of experts, creating resources for navigating tre

2 views • 19 slides

Understanding the impact of obesity stigma as a stressor throughout the lifecourse is essential, especially concerning pregnancy. The prevalence of pre-pregnancy overweight and obesity poses significant risks, leading to various maternal complications like gestational diabetes, cesarean delivery, an

0 views • 62 slides

Next Generation Sequencing (NGS) plays a key role in prenatal testing by analyzing cell-free DNA (cfDNA) to determine fetal fraction and detect genetic anomalies like Down syndrome. The process involves DNA extraction, library construction, barcode labeling, sample pooling, quantification, and seque

0 views • 13 slides

Exploratory Data Analysis (EDA) is a crucial approach for analyzing data by utilizing various techniques to extract insights, identify anomalies, and visualize trends. By leveraging EDA using tools like Pandas, researchers can improve their understanding of data variables, detect errors, and explore

1 views • 14 slides

NEREUS is a collaborative project between Surrey Space Centre and Mauritius Research and Innovation Council, developing a space-based system for maritime surveillance to monitor fisheries, detect anomalies, combat illegal activities, and support economic recovery in Mauritius. The project aims to qu

0 views • 5 slides

This presentation sheds light on the anomalies in W.P. Land Revenue Rules, 1968 and HCROs, discussing their formation, effects, and types. It explores how anomalies in law impact justice, highlighting reasons behind their development and probable forms. The content emphasizes the importance of addre

6 views • 18 slides

Anorectal malformations are congenital abnormalities involving the development of the anal canal and sphincter muscles. They may present with imperforate anus, fistulous connections, or rectal atresia. Classification in males and females helps in determining the types of surgical treatments required

0 views • 15 slides

An overview of anomalies affecting the kidneys in animals, including ectopic kidney location, renal agenesis, renal aplasia, and renal hypoplasia. The images illustrate anomalies such as fused kidneys and duplication of kidneys, with explanations of occurrence and sequelae. Additionally, factors aff

0 views • 13 slides

Delve into the intriguing realm of dark matter through observed anomalies, a new theory introduction, and collider signatures. Uncover evidence of dark matter's existence through phenomena such as the bullet cluster, weak gravitational lensing, and unexplained astrophysics anomalies. Join the quest

2 views • 43 slides

Construction of gravity and magnetic models involves principles of superposition to isolate anomalies, reference ellipsoids, geoid, and various corrections like drift, latitude, free air, Bouguer, and terrain corrections. Gravity anomalies are determined by subtracting multiple factors from observed

0 views • 15 slides

This study explores the measurement and comprehension of consistency at Facebook, focusing on existential consistency. Key topics covered include consistency performance, fundamental tension between consistency and performance, anomalies in Facebook systems, and strategies for quantifying and preven

0 views • 30 slides

Portal vein imaging is crucial for evaluating conditions affecting the abdominal part of the gastrointestinal tract. Techniques such as spleno-portography and CT triphasic contrast imaging are used to visualize the portal vein and diagnose anomalies like portal-systemic collaterals and porto-systemi

4 views • 7 slides

On-Orbit Anomaly Research (OOAR) at NASA's IV&V Facility involves studying mishaps related to space missions, identifying anomalies, and improving IV&V processes. The research delves into the causes of anomalies, such as operating system faults, and proximate causes like software deficiencies. Detai

0 views • 20 slides

This lecture covers essential topics in human genetics, focusing on mitosis, meiosis, and chromosomal abnormalities. Students will learn about the events in mitosis and meiosis, non-disjunction, and classification of chromosomal anomalies, including numerical and structural abnormalities. Detailed e

1 views • 22 slides

Polydactyly is a condition characterized by the presence of more than five fingers or toes on a hand or foot, often associated with genetic disorders. This study delves into the types, patterns, associated anomalies, treatment plans, and outcomes related to polydactyly. Syndactyly, on the other hand

0 views • 23 slides

The consistency of Cold Dark Matter (CDM) with observational data has improved over the past decade, but tensions remain with various cosmic anomalies such as preferred anisotropy axes and dark flow directions. Topological Quintessence, a physical mechanism proposed by L. Perivolaropoulos and collab

0 views • 26 slides

Investigate how matrix physics can provide a novel approach in understanding global climate models, focusing on realistic global flows and anomalies. The study aims to move beyond traditional algorithmic rule sets, examining how deviations from time mean flows can affect climate and weather patterns

0 views • 35 slides

Researchers discuss the implications of misreporting the month of birth in studies on how exposure to agro-environmental and other shocks in early life affects lifelong health outcomes. They analyze patterns of seasonality and anomalies in reported birth months, highlighting the impact on child grow

0 views • 15 slides

Anomaly detection is a crucial aspect of data mining, involving the identification of data points significantly different from the rest. This process is essential in various fields, as anomalies can indicate important insights or errors in the data. The content covers the characteristics of anomaly

0 views • 50 slides

Anomaly detection is crucial in data mining to identify data points significantly different from the norm. This technique helps in recognizing rare occurrences like ozone depletion anomalies. Understanding the distinction between noise and anomalies is key, as anomalies can provide valuable insights

0 views • 35 slides

Study the economic theory of the human mind applied to behavioral finance, covering core ideas of standard investment theory, empirical anomalies, and major patterns in asset markets. Explore concepts such as excess volatility, long-term reversal, and short-term momentum in investment decisions.

0 views • 68 slides

SST anomalies near Ecuador and Peru have slightly weakened, while above-average SSTs strengthened in the east-central Pacific. A moderate strength El Niño is favored, with westerly wind anomalies strengthening over the equatorial Pacific. Upper ocean surface and heat content evolution indicate ongo

0 views • 5 slides

The study focuses on detecting performance anomalies in cellular networks using regression analysis. It addresses challenges such as labeling, rare anomalies, and correlated factors. The tool CellPAD is introduced for anomaly detection, supporting various prediction algorithms and offering insights

0 views • 19 slides

The 1st Nuclear Explosion Signal Screening Open Inter-Comparison Exercise in 2021 involved participants from various institutions worldwide to evaluate the detection power of anomalous measurements related to nuclear explosions. The exercise included processing a test data set with different scenari

0 views • 16 slides

Discover how network operators tackle odd anomalies in internet traffic with Traffic Taffy, a tool that aids in temporal analysis of fluctuating flows. Current solutions and specific problem spaces are discussed, alongside insights for comparing anomalies against baselines and defining the problem s

0 views • 24 slides

Delve into the world of Kaon Physics, from the historical discoveries like CP violation to modern experiments testing fundamental symmetries. Explore anomalies challenging the Standard Model and the implications for new physics models. Discover the interplay of QCD and EW penguin contributions, unce

0 views • 27 slides