Search Results - Algorithm design and theory

Online adaptive shockwave detection and inpainting based on vehicle trajectory data: rigorous algorithm design and theory development by Pu, Chenlu, Du, Lili

“…) to detect shockwave traces by classifying breakpoints.Shockwave inpainting theory and algorithm to repair detected incomplete…”
Get full text

Non-Stationary Bandit Learning: Algorithm Design and Theory by Liu, Yueyang

“… In this thesis, we propose a new algorithmic design principle for agents in non-stationary environments and establish a new theoretical framework for analyzing…”
Get full text

Optimal Utility Design of Greedy Algorithms in Resource Allocation Games by Konda, Rohit, Chandan, Rahul, Grimsman, David, Marden, Jason R.

“…? For this, we take inspiration from incentive design in the game-theoretic literature. In this work, we consider a modified version of the greedy algorithm where agents do not optimize against the global objective…”
Get full text

Guest Editorial Coding, Computational, Algorithmic, Design, Creative, and Critical Thinking in K-16 Education by Maiorana, Francesco, Gras-Velazquez, Agueda, Paladino, Elisabetta, Cristaldi, Giusy, Niewint-Gori, Jessica, Mishra, Shitanshu, Trifas, Monica, Sharmin, Sadia, Gonzalez, Carina S.

Get full text

Density Control of Interacting Agent Systems by Chen, Yongxin

“… We propose a novel algorithm to compute a feedback control strategy so that, when adopted by the agents, the distribution of them would be transformed from an initial one to a target one over a finite-time window…”
Get full text

Algorithm-Enhanced High-Resolution Silicon Photonic Spectrometer With Micro-Ring Resonators by Ding, Zhihuan, Zhang, Long, Wang, Gaopeng, Hong, Shihan, Dai, Daoxin

“…A high-resolution on-chip optical spectrometer is proposed and demonstrated with the performance enhancement by introducing a spectrum reconstruction algorithm…”
Get full text

Guest Editorial Introduction to the Special Issue on Anomaly Detection in Emerging Data-Driven Applications: Theory, Algorithms, and Applications by Li, Jianxin, He, Lifang, Peng, Hao, Cui, Peng, Aggarwal, Charu C., Yu, Philip S.

“…: Theory, Algorithms, and Applications. Anomaly detection plays an important part of knowledge and data engineering, such as cybersecurity, fintech, healthcare, public security and AI safety…”
Get full text

Privacy Decision Making in Artificial Intelligence by Shin, Donghee, Ahmad, Norita, Lin, Hsiao-Ying

“…This article reviews privacy decision making in artificial intelligence (AI), focusing on algorithmic nudges and their goals and effects. It proposes pathways…”
Get full text

Guest Editorial: Special Cluster on Electromagnetic Imaging and Sensing: From Innovative Antenna Designs and Processing Algorithms to Advanced Applications by Garcia-Fernandez, Maria, Alvarez-Narciandi, Guillermo, Yurduseven, Okan, Chen, Xiaoming, Torlak, Murat, Cui, Tie Jun

“… As a result, a significant research effort has been devoted to developing innovative antenna designs and advanced processing algorithms to deal with the increasingly demanding requirements of imaging…”
Get full text

Guest Editorial Dynamical Neuro-AI Learning Systems: Devices, Circuits, Architecture and Algorithms by Eshraghian, Jason K., Basu, Arindam, Lammie, Corey, Liu, Shih-Chii, Panda, Priydarshini

“…) learning systems that bridge the gap between devices, circuits, architectures, and algorithms…”
Get full text

A New Hybrid MFO-WO Algorithm and Its Application to Design of FOPID/PID Controller for IoT Applications by Bhookya, Jailsingh

“…The article presents a new optimization algorithm called the hybrid MFO-WOA algorithm, which is designed to tackle global optimization problems and optimize FOPID/PID controller designs…”
Get full text

Efficient Message Passing Algorithm and Architecture Co-Design for Graph Neural Networks by Zou, Xiaofeng, Chen, Cen, Zhang, Luochuan, Li, Shengyang, Zhou, Joey Tianyi, Wei, Wei, Li, Kenli

“… To tackle this challenge, we propose a dedicated algorithm-architecture co-design framework, dubbed MePa, which aims to improve…”
Get full text

Pony: Leveraging m-Graphs and Pruned-BFS Algorithm to Elevate AI-Powered Low-Cost Self-Driving Robotics by Godara, Samarth, Sikka, Geeta, Parsad, Rajender, Marwaha, Sudeep, Faiz, Mukhtar Ahmad, Swaroop Bana, Ram

“… Moreover, the study presents a novel Pruned-BFS (P-BFS) algorithm designed to efficiently traverse m-graphs, outperforming conventional graph-traversal approaches…”
Get full text

Adaptive Density Subgraph Clustering by Jia, Hongjie, Wu, Yuhao, Mao, Qirong, Li, Yang, Song, Heping

“… To address these challenges, we propose an adaptive density subgraph clustering algorithm…”
Get full text

An Improved Count-Based Classifier for Categorical Data by Singh, Sanskriti Sanjay Kumar, Chauhan, Alok

“…The classification of categorical data is a fundamental task in machine learning, with numerous algorithms and techniques available…”
Get full text

Parallel Metaheuristic Algorithms for Solving Imbalanced Data Classification Problems by Alweshah, Mohammed, Almiani, Muder, Alkhalaileh, Saleh, Kassaymeh, Sofian, Hezzam, Essa Abdullah, Alomoush, Waleed

“… Therefore, this work combines two metaheuristic algorithms-the Ali Baba and the Forty Thieves (AFT…”
Get full text

Company Name Matching Using Job Market Data Enrichment by Ternikov, Andrei A.

“…This article contributes to the field of matching techniques by introducing a new algorithm based on labor market data enrichment…”
Get full text

A New Texture Aware-Seed Demand Enhanced Simple Non-Iterative Clustering (ESNIC) Segmentation Algorithm for Efficient Land Use and Land Cover Mapping on Remote Sensing Images by Selvaraj, Rohini, Amali, D. Geraldine Bessie

“…) segmentation algorithm and Boundary-Specific Two-Level (BSTL) classification approach that reduces misclassification rates due to similar spectral signatures and minimizes computational redundancy…”
Get full text

Guest Editorial Special Issue on the 2018 Workshop on the Algorithmic Foundations of Robotics (WAFR) by Tapia, Lydia, Morales, Marco, Hutchinson, Seth, Sanchez-Ante, Gildardo

“… design…”
Get full text

Implementation of Alpha-Beta Pruning and Transposition Tables on Checkers Game by Suancha, Cristian C., Suarez, Marco J., Besoain, Felipe A.

“… outlines the creation of a checkers game, employing alpha-beta pruning as a search algorithm and transposition tables to enable the game to learn from past play sessions…”
Get full text