- ホーム
- > 洋書
- > ドイツ書
- > Mathematics, Sciences & Technology
- > Mathematics
- > probability calculus, stochastics, mathematical statistics
Full Description
This book constitutes the refereed proceedings of the Third International Conference on Applied Algorithms, ICAA 2026, held in Kolkata, India, during January 7-9, 2026.
The 33 full papers presented in this book were carefully reviewed and selected from 92 submissions. They focus on the design, analysis, implementation, and experimental evaluation of efficient algorithms and data structures aimed at solving practical, real-world problems.
Contents
.- Invited Talks.
.- Algorithmic Art: A Lost Glory and its Digital Renaissance.
.- Perfectly Imperfect Autonomy and Machine Learning.
.- Anytime Algorithms for Approximate Functional Dependencies.
.- Beyond Connectivity: Designing Fair, Expressive, and Trustworthy Graph Neural Networks through Statistical Foundations of Message Passing.
.- Optimality.
.- Nonlinearity of Boolean Functions: Combinatorial Results with Cryptographic
Significance.
.- Gabow's O(√nm) Maximum Cardinality Matching Algorithm, Revisited.
.- Track A.
.- The Curious Case of Complexities: Discovering Causal Influences on Software
Defects.
.- An Efficient Algorithm for Path Matrix Computation and Improved Path En
ergy Bounds.
.- Small uniquely satisfiable patterns.
.- Approximate all-pairs Hamming distances and 0-1 matrix multiplication.
.- Convexity-Driven Projection for Point Cloud Dimensionality Reduction.
.- Bounded Model Checking for Calibration of Systems Biology Models Under Un
certainty.
.- Top-K Exterior Power Persistent Homology: Algorithm, Structure, and Stability.
.- Algorithm for Interpretable Graph Features via Motivic Persistent Cohomology.
.- Deterministic Integer Sorting on the Parallel External Memory Model.
.- Bayesian Optimization for Two Echelon Vehicle Routing Problem using Drone
for Last Mile Delivery.
.- Track B.
.- Attribute Discovery for a Product.
.- Leveraging YOLO and SAHIfor Accurate Small Tank Detection in UAV Systems.
.- Deep Neural Networks in Cow Face Recognition.
.- Scheduling Control Tasks using Safety-Guided RL.
.- Freshness Monitoring and Shelf-life Estimation of Bread.
.- Robotic Path Planning using PPO based Reinforcement Learning Approach.
.- Stocks in Sync: Cluster-Aware Deep Learning for Multi-Stock Forecasting in Fi
nancial Market.
.- Composite Quality Function Modelling of Instruction-Response Dynamics in
Sustainable Fashion.
.- Neuro-Symbolic AI-Driven Mental Health Risk Prediction with Human-Readable
Rule Extraction and Interactive Explainabilit.
.- Deep Learning-based Intrusion Detection in IoT: A Cross-Model Performance
Analysis.
.- Emotion-Aware Movie Recommendation Using a Transformer-Based Deep Learn
ing Approach.
.- Comparative Evaluation of Adaptive Wavelet Transform and classical approaches
for EEG Pre-Processing in Stress Recognition.
.- An Adaptive System for Detecting Anomalies in Smart Electric Grids Using
Gaussian Mixture Models.
.- An Intelligent Multi-Agent System for Urban Traffic Signal Control Leveraging
Reinforcement Learning and Graph Neural Networks.
.- Efficient Voice-based Product Ordering via Lightweight Language Models with
Low-Rank Adaptation.
.- Multi-Head Multi-Latent Attention: An Efficient Approach to Realize a Low
Resource Transformer Architecture.
.- Leveraging Small-object Detection in Satellite Imagery using Dual Attention
augmented single-stage CNN model.
.- ALERTIFY: An AI-Driven Multimodal Social Media Framework for Real-Time
Disaster Monitoring and Response.
.- Perception Learning: A Formal Separation of Sensory Representation Learning
from Decision Learning.
.- Analysing Trends in Community Evolution in Open-Source Software Collabora
tion Networks.
.- A Transfer Learning Framework on Image-Transformed Sensor Data for Smart
phone based Human Activity Recognition.
.- Ensembling Handcrafted Features for Accurate Multi-Class Brain Hemorrhage
Classification.
.- MACO-Sync: Multi-Agent Ant Colony Optimization for Synchronized Arrival
Coordination.
