IMBC

Meet Europe’s best startups of 2024! From healthcare to green energy, across 450+ cities, and voted by millions in HackerNoon’s Startups of the Year 2024. 

Startups of The Year 2024 Winners: Europe

This section provides an algorithm overview for the proposed Instance-Incremental Learning (IIL) method and details the creation of its benchmarks

Algorithm and Data Imbalance: Implementing the New IIL Benchmarks

Oversampling improved every model’s performance, with the neural network and AutoML achieving superior recall and F‑scores.



Model Design and Comparative Metrics for Bankruptcy Prediction in Imbalanced Datasets

Ensemble and gradient‑boosting methods performed best in prior studies, but even advanced models struggled with low default rates.



Addressing Data Imbalance in Bankruptcy Prediction: Comparative Literature Insights

Exploring dataset imbalance and ColBERT-inspired re-ranking in medical image retrieval—balancing recall accuracy with real-world feasibility.

How Dataset Imbalances Shape Medical Image Retrieval Accuracy

The launch positions IMBX as a strong contender in the global digital asset trading space.


Global Crypto Exchange ‘IMBX’ Debuts With Next-Generation Trading Platform

Explore how RL agents adapt to flash sale events, altering price expectations and order strategies in response to imbalanced limit order books (LOBs).

RL Agents Adapt to Flash Sale Events & Imbalanced Limit Order Books (LOBs)

Researchers propose a time-domain quadratic convolutional filter (QCNN) with a novel initialization strategy. 

Quadratic Neural Networks Show Promise in Handling Noise and Data Imbalances

This section addresses imbalanced datasets and generic differences in QAnon text analysis, creating large and controlled subcorpora for machine-learning models.

QAnon Text Analysis shows Imbalanced Datasets and Generic differences

Image Compression become easy. Tired of compression limits and upload. Try use our IMGCentury Image Compressor for Unlimited Compressions for Free. No Ads

Using IMGCentury For Bulk & Unlimited Image Compressions: A Guide

How to improve your communication skills as a software engineer and increase your effectivity

12 Effective Communication Tips Every Software Engineer Should Imbibe 

Imbalanced datasets occur when a class has a significantly lower observation rate than other classes. Here's how to handle imbalanced data in classification.

Imbalanced Datasets & How to Properly Deal with Them

Julia Boorstin | More Than Just A Pay Gap: Imbalances in VC Investing

Julia Boorstin |Looking Beyond the Pay Gap to Imbalances in VC Investing

The veins resemble the other absorbent vessels; as the progression of their contents is carried on in the same manner in both.

Hæmorrhages: The Imbibing Mouths of an Absorbent System

IBC enables independent blockchains to connect, transact, exchange tokens and other data, scale, and thrive in an interconnected network. 25 chains have joined!

What is the Inter-Blockchain Communication Protocol (IBC)?

Good habits are important for a software engineer. They help you write maintainable code that your future self will thank you for. 

Habits Every Software Engineer Should Imbibe

Matthew’s correlation coefficient vs Cohen’s Kappa? This paper compares the two metrics.  I’ve found that in practice both metrics give similar results.

Handling Imbalanced Class Issues with Matthew’s Correlation Coefficient

 IBC is a protocol that allows blockchains to talk to each other. There are several important technical requirements involved and conditions that need to be met

Inter Blockchain Communication (IBC) And Its Value in The Cosmos Hub

Passing of Proposal 41 marks a momentous milestone in the evolution of the Cosmos ecosystem & the vision to realize the IBC Protocol as foundation.

Token Transfers Using IBC

Data imbalance, or imbalanced classes, is a common problem in machine learning classification where the training dataset contains a disproportionate ratio of samples in each class. 

What is Data Imbalance in Machine Learning?

Data imbalance refers to when the classes in a dataset are not equally distributed, which can then lead to potential risks in training a model.

How to Solve the Problem of Imbalanced Datasets

TLDR: IBCO is the new primitive for crypto projects funding, solving for the main issues of ICOs such as lack of accountability, lack of liquidity and flawed price discovery mechanics for the token itself.

Understanding IBCO: Can Another Crypto-Funding Mechanism Yield Accountable Results?

IBC is coming. Come and hack on it before it gets shipped on Cosmos Hub mainnet.

Pre-IBC Hackathon—Get Your Spacesuits Ready for HackAtom V

Have you worked on machine learning classification problem in the real world? If so, you probably have some experience with imbalance data problem. Imbalance data means the classes we want to predict are disproportional. Classes that make up a large proportion of the data are called majority classes. Those that make up a smaller portion are minority classes. For example, we want to use machine learning models to capture credit card fraud, and fraudulent activities happens approximately 0.1% out of millions of transactions. The majority of regular transactions will impede the machine learning algorithm to identify patterns for the fraudulent activities. 

IMBC

https://imbc.kz/en/

11-50 emps

Since 2021

IMBC's stories on HackerNoon

Startups of The Year 2024 Winners: Europe

Algorithm and Data Imbalance: Implementing the New IIL Benchmarks

Model Design and Comparative Metrics for Bankruptcy Prediction in Imbalanced Datasets

Addressing Data Imbalance in Bankruptcy Prediction: Comparative Literature Insights

How Dataset Imbalances Shape Medical Image Retrieval Accuracy

Global Crypto Exchange ‘IMBX’ Debuts With Next-Generation Trading Platform

RL Agents Adapt to Flash Sale Events & Imbalanced Limit Order Books (LOBs)

Quadratic Neural Networks Show Promise in Handling Noise and Data Imbalances

QAnon Text Analysis shows Imbalanced Datasets and Generic differences

Using IMGCentury For Bulk & Unlimited Image Compressions: A Guide

12 Effective Communication Tips Every Software Engineer Should Imbibe

Imbalanced Datasets & How to Properly Deal with Them

Julia Boorstin |Looking Beyond the Pay Gap to Imbalances in VC Investing

Hæmorrhages: The Imbibing Mouths of an Absorbent System

What is the Inter-Blockchain Communication Protocol (IBC)?

Habits Every Software Engineer Should Imbibe

Handling Imbalanced Class Issues with Matthew’s Correlation Coefficient

Inter Blockchain Communication (IBC) And Its Value in The Cosmos Hub

Token Transfers Using IBC

What is Data Imbalance in Machine Learning?

How to Solve the Problem of Imbalanced Datasets

Understanding IBCO: Can Another Crypto-Funding Mechanism Yield Accountable Results?

Pre-IBC Hackathon—Get Your Spacesuits Ready for HackAtom V

Use Up-Sampling and Weights to Address Imbalance Data Problem

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