Advanced Analytics

Move beyond spreadsheets to data mining, forecasting, optimization – and more

Advanced Analytics | Analytics | Artificial Intelligence
Ivan Fernando Herrera 0
El impacto de la inteligencia analítica en los programas de AML

Durante mucho tiempo, los bancos han tenido dificultades para detectar las transacciones ilícitas entre la multitud de transacciones que procesan a diario. Esto pasa por lo general porque los delincuentes mueven el dinero de manera rápida de una institución a otra para cubrir sus huellas, dejando a los investigadores financieros

Advanced Analytics | Artificial Intelligence | Data for Good
Ivan Fernando Herrera 0
¿Cómo la Inteligencia Artificial puede ayudar aún más en la lucha contra la corrupción en Latinoamérica?

La corrupción sigue siendo uno de los principales obstáculos para el desarrollo social y económico de los países latinoamericanos, pero uno de los que más puede ser impactado por la analítica avanzada con inteligencia artificial. Cálculos del Banco de Desarrollo de América Latina CAF estiman que por este flagelo se

Advanced Analytics | Artificial Intelligence | Data Management | Fraud & Security Intelligence
Ivan Fernando Herrera 0
La utilización de blockchain, analítica e inteligencia artificial contra el lavado de activos

Un análisis publicado recientemente en Lexology, un servicio de análisis por internet de diferentes temas que ofrece la firma legal DLA Piper, puso en contexto claro lo que ha venido pasando con tecnologías como blockchain y activos virtuales o criptomonedas, y el impacto que están teniendo como una nueva forma

Advanced Analytics | Data Management | Fraud & Security Intelligence
Colin Field 0
Law enforcement needs text analytics on the case to overcome massive data analysis challenge

Imagine trying to dig a useful bit of information out of 50,000 lines of a chat log? Now, imagine if that needle in the haystack was the difference in a criminal being arrested or staying at-large? Thousands of lines of confusing and unreadable chat text are more and more frequently

Advanced Analytics
Iain Brown 0
3 benefits of bringing enterprise-level AI to small and medium-sized businesses

From rising operating costs to wage inflation, business leaders are facing challenges on an unprecedented scale. For small and medium-sized enterprises (SMEs) in particular, this is driving the need for more in-depth data gathering, understanding and insight generation to inform smarter decision making and identify cost-saving opportunities. Some might remember

Advanced Analytics | Analytics | Data Management | Risk Management
Luis Barrientos 0
Modelos internos, clave para la implementación de IFRS 9 bajo las condiciones actuales y futuras del mercado

La aplicación de NIIF 9 (IFRS, sus siglas en inglés), respecto a pérdidas crediticias esperadas (ECL, sus siglas en inglés), ha significado para las instituciones financieras desafíos importantes, los cuales se derivan de la propia naturaleza del estándar, basado en principios. Su esencia e iniciativa reside en poder estimar adecuada

Advanced Analytics | Machine Learning
Kevin Scott 0
SAS® Fast-KPCA: An efficient and innovative nonlinear principal components method

SAS® Fast-KPCA implementation bypasses the limitations of exact KPCA methods. SAS® internally uses k-means to find a representative sample of a subset of points. This row reduction method has the advantage that c centroids are chosen to minimize the variation of points nearest to each centroid and maximize the variation to the other cluster centroids. In some cases, the downstream effect of using k-means on computing the SVD increases numerical stability and improves clustering, discrimination, and classification.

Advanced Analytics | Analytics | Students & Educators
Brock Matthews 0
Innovative higher education analytics projects and influential tech leaders honored by EdScoop

Higher Education has been slow to adopt analytics in comparison to the commercial sector, but those institutions that have embraced a culture of analytics have seen significant and tangible results. Higher Education analytics can help in nearly every corner of academia including enrollment and retention, student success, academic research and

Advanced Analytics | Analytics
Jen Dunham 0
3 ways NCDOT is transforming transportation through data and analytics

With dynamically changing revenue streams, critical infrastructure needs and current higher-than-average gas prices and inflation concerns, transportation agencies around the country are using data to enable analytically driven decisions while navigating complex business challenges. Today's transportation industry is ripe with opportunities for innovation and growth. And this is especially true

Advanced Analytics | Analytics | Artificial Intelligence | Data Management
André Novo 0
Avançando rumo à cultura organizacional baseada em dados

A digitalização acelerada ao longo dos anos desde a Covid-19 deixou alguns legados para organizações, e a importância de construir uma cultura baseada em dados está entre eles. Afinal, dados impulsionaram a criação de novos modelos de negócio, mas também transformaram a forma pela qual empresas operam, administram seus talentos

Advanced Analytics | Fraud & Security Intelligence
Alejandro Villar 0
La analítica como solución para el fraude financiero

La analítica de datos es conocida porque permite detectar patrones y comportamientos para predecir situaciones. Gracias a ella, las instituciones tienen la capacidad de anticiparse a las necesidades de los ciudadanos y poder tomar decisiones. Otra de las aplicaciones que tiene para, por ejemplo, las marcas, es poder recomendar productos

Advanced Analytics | Analytics | Cloud
Charlie Chase 0
6 advantages of using software as a service for demand planning

Getting demand right – or getting it wrong – can have a significant impact on customer perceptions of your brand, particularly in this age of instant gratification. The need for agile, accurate demand planning has never been greater. Predicting forward-looking demand signals and shifting consumer demand patterns to recommend balanced, profitable commercial

Advanced Analytics | Analytics | Data Management
Estelle Wang 0
Find duplicates and near-duplicates in a corpus with Natural Language Processing

To find exact duplicates, matching all string pairs is the simplest approach, but it is not a very efficient or sufficient technique. Using the MD5 or SHA-1 hash algorithms can get us a correct outcome with a faster speed, yet near-duplicates would still not be on the radar. Text similarity is useful for finding files that look alike. There are various approaches to this and each of them has its own way to define documents that are considered duplicates. Furthermore, the definition of duplicate documents has implications for the type of processing and the results produced. Below are some of the options. Using SAS Visual Text Analytics, you can customize and accomplish this task during your corpus analysis journey either with Python SWAT package or with PROC SQL in SAS.

Advanced Analytics | Analytics | Artificial Intelligence | Machine Learning | SAS Events
Carolina Pereira 0
Como analytics ajudou a aliviar a crise do COVID-19 em Jacarta

Quando a pandemia do COVID-19 atingiu a Indonésia, bloqueios e restrições de atividade fecharam grande parte do comércio, ameaçando o sustento de milhões de pessoas. Isso porque o país possui mais de 64 milhões de micro, pequenas e médias empresas (MPMEs), responsáveis por empregar 97% da força de trabalho do

Advanced Analytics | Analytics | Artificial Intelligence | Data Management | Internet of Things
Andrés Mauricio Torres 0
Tecnologías basadas en datos que propiciarán la reinvención de las telcos

El sector de las telecomunicaciones no solamente es protagonista de la Transformación Digital por los procesos que se adelantan dentro de sus mismas empresas para evolucionar y apoyar a sus clientes, sino precisamente por la influencia que tienen para apoyar esa transformación en compañías de otras industrias. Se trata de

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