Research Radar

Academic Publication • Published Aug 1, 2024

Cooperative Deep Reinforcement Learning Enabled Power Allocation for Packet Duplication URLLC in Multi-Connectivity Vehicular Networks

Academic Publication • Published Aug 1, 2024

SpectralGPT: Spectral Remote Sensing Foundation Model

Academic Publication • Published Aug 1, 2024

A Comprehensive Survey of Continual Learning: Theory, Method and Application

Academic Publication • Published Aug 1, 2024

Vision-Language Models for Vision Tasks: A Survey

Academic Publication • Published Aug 1, 2024

A Comprehensive Survey on Source-Free Domain Adaptation

Academic Publication • Published Aug 1, 2024

The Early Data Release of the Dark Energy Spectroscopic Instrument

Abstract The Dark Energy Spectroscopic Instrument (DESI) completed its 5 month Survey Validation in 2021 May. Spectra of stellar and extragalactic targets from Survey Validation constitute the first major data sample from the DESI s...

Academic Publication • Published Jul 31, 2024

Monthly climate prediction using deep convolutional neural network and long short-term memory

Academic Publication • Published Jul 31, 2024

Explainable Reinforcement Learning: A Survey and Comparative Review

Explainable reinforcement learning (XRL) is an emerging subfield of explainable machine learning that has attracted considerable attention in recent years. The goal of XRL is to elucidate the decision-making process of reinforcement learning (RL) ...

Academic Publication • Published Jul 31, 2024

Fairness in Machine Learning: A Survey

When Machine Learning technologies are used in contexts that affect citizens, companies as well as researchers need to be confident that there will not be any unexpected social implications, such as bias towards gender, ethnicity, and/or people wi...

Academic Publication • Published Jul 31, 2024

Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond

This article presents a comprehensive and practical guide for practitioners and end-users working with Large Language Models (LLMs) in their downstream Natural Language Processing (NLP) tasks. We provide discussions and insights into the usage of ...

Academic Publication • Published Jul 29, 2024

Holistic Review of UAV-Centric Situational Awareness: Applications, Limitations, and Algorithmic Challenges

This paper presents a comprehensive survey of UAV-centric situational awareness (SA), delineating its applications, limitations, and underlying algorithmic challenges. It highlights the pivotal role of advanced algorithmic and strategic insights, ...

Academic Publication • Published Jul 25, 2024

A new service composition method in the cloud‐based Internet of things environment using a grey wolf optimization algorithm and MapReduce framework

SummaryCloud computing is quickly becoming a common commercial model for software delivery and services, enabling companies to save maintenance, infrastructure, and labor expenses. Also, Internet of Things (IoT) apps are designed to ease developer...

Academic Publication • Published Jul 25, 2024

AI models collapse when trained on recursively generated data

Abstract Stable diffusion revolutionized image creation from descriptive text. GPT-2 (ref. 1), GPT-3(.5) (ref. 2) and GPT-4 (ref. 3) demonstrated high performance across a variety of language tasks. ChatGPT introduced such language model...

Academic Publication • Published Jul 24, 2024

Plant Disease: A Growing Threat to Global Food Security

The escalating global population has led to an increased demand for both quantity and quality in food production. Throughout history, plant diseases have posed significant threats to agricultural output by causing substantial food losses annually ...

Academic Publication • Published Jul 23, 2024

Analysis of Cylinder Comp Product Quality Control with Proposed Improvements at PT. Jakarta Automotive

In the era of globalization, the manufacturing industry faces its biggest challenge, namely the demands of consumer needs with high quality standards. Various kinds of waste often occur in the production process, one of which is caused by a poor l...

Academic Publication • Published Jul 23, 2024

The State of Food Security and Nutrition in the World 2024

Academic Publication • Published Jul 22, 2024

AI-Assisted Detection of Biomarkers by Sensors and Biosensors for Early Diagnosis and Monitoring

The steady progress in consumer electronics, together with improvement in microflow techniques, nanotechnology, and data processing, has led to implementation of cost-effective, user-friendly portable devices, which play the role of not only gadge...

Academic Publication • Published Jul 19, 2024

Diversity and scale: Genetic architecture of 2068 traits in the VA Million Veteran Program

One of the justifiable criticisms of human genetic studies is the underrepresentation of participants from diverse populations. Lack of inclusion must be addressed at-scale to identify causal disease factors and understand the genetic causes of he...

Academic Publication • Published Jul 19, 2024

A Systematic Review on the Distribution of Invasive Plant Species Across Asia: Assessing the Rates of Invasion Success and Management

The advancement of invasive plant species in a particular environment is threatening across Asia. When they are introduced, they could have a variety of different negative effects, either as minor inconveniences or a severe problem. The aim of thi...

Academic Publication • Published Jul 17, 2024

Enhancing intrusion detection: a hybrid machine and deep learning approach

AbstractThe volume of data transferred across communication infrastructures has recently increased due to technological advancements in cloud computing, the Internet of Things (IoT), and automobile networks. The network systems transmit diverse an...