White Papers Archives | Mosaic Data Science

White Papers

Building a Neural Search Engine

Mosaic dives into our latest solution framework, The Neural Search Engine. Our tool can be tuned to ingest any set of documents and return relevant information in seconds.

By Sel Gerosa, 3 monthsJune 19, 2023 ago

White Papers

Designing & Deploying Practical Advanced Graph Analytics Solutions

Given a set of nodes & connections, which can abstract anything from transportation networks, connections between customers, knowledge graphs, or molecular structures to computer data, graph analytics provide a helpful tool to quantify & simplify the many moving parts of dynamic systems.

By Sel Gerosa, 11 monthsNovember 4, 2022 ago

White Papers

Market & Competitive Intelligence Powered by NLP using Social Data

Summary Our white paper explores the processes and opportunities presented by NLP for social media in extracting valuable data to drive improved operational and strategic decisions for R&D efforts. Natural language processing (NLP) is one of the most promising social media data processing avenues. It is a scientific challenge to Read more…

By Sel Gerosa, 1 yearSeptember 15, 2022 ago

White Papers

Deploying ML & Optimization In Risk Assessment Analytics for Robustness and Resilience

We explore how ML & optimization can aid the risk assessment and management process with an eye towards robustness and resiliency.

By Sel Gerosa, 1 yearSeptember 13, 2022 ago

White Papers

Extract Movement-Based Insights with Pose Estimation

Wielding the power of computer vision human action extraction to gain insights from video data presents an opportunity for logistics companies to make improvements for new and current customers.

By Sel Gerosa, 1 yearJune 13, 2022 ago

White Papers

Analyzing Digital Platform Data to Understand User Behavior

As our world becomes more and more digitized, organizations need to leverage behavior data to provide a better customer experience and detect potential problems before they arise. This can be achieved by analyzing behavior patterns from digital platforms customers operate.

By Sel Gerosa, 1 yearApril 27, 2022 ago

hands at keyboard search engine development

hands at keyboard search engine development

White Papers

Contextual Search Engine Development

Contextual search can be labeled as a search capability that focuses on the context of the user-generated query including the original intent of the user to show the most relevant set of results. It is quite different than traditional search technologies which focus only on keyword matching.

By Sel Gerosa, 2 yearsMarch 24, 2022 ago

White Papers

Automating Call Center Insight Extraction with NLP | Going beyond Sentiment Analysis

Mosaic used NLP algorithms to automatically extract various insights about people calling into a customer call center. We created a process to identify at-risk customers that called the previous day based on the transcript of the call.

By Sel Gerosa, 2 yearsMarch 10, 2022 ago

White Papers

How Deep Learning Facilitates Automation & Innovation and When to Use It

In our whitepaper, Mosaic explores deep learning , including when to use deep learning over machine learning using practical examples.

By Sel Gerosa, 2 yearsFebruary 2, 2022 ago

White Papers

Using Computer Vision Techniques for Pose Estimation & Gaze Detection

Mosaic developed a proof-of-concept (POC) system that uses computer vision technologies to infer human subjects’ positions, proximity, and gaze directions from video feeds. Future human missions to Mars will pose mental and behavioral challenges for crew members.

By Sel Gerosa, 2 yearsNovember 8, 2021 ago