Applied Algorithms

Third International Conference, ICAA 2026, Kolkata, India, January 7–9, 2026, Proceedings

AvChristos Zaroliagis,Dinabandhu Bhandari

Häftad, Engelska, 2026

Del i serien Lecture Notes in Computer Science

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Beskrivning

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.

Produktinformation

Utgivningsdatum:2026-01-06
Mått:155 x 235 x 25 mm
Vikt:692 g
Format:Häftad
Språk:Engelska
Serie:Lecture Notes in Computer Science
Antal sidor:418
Förlag:Springer Nature Switzerland AG
ISBN:9783032156204

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Innehållsförteckning

.- 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 CryptographicSignificance..- Gabow’s O(√nm) Maximum Cardinality Matching Algorithm, Revisited..- Track A..- The Curious Case of Complexities: Discovering Causal Influences on SoftwareDefects..- An Efficient Algorithm for Path Matrix Computation and Improved Path Energy 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 Uncertainty..- 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 Dronefor 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 Financial Market..- Composite Quality Function Modelling of Instruction–Response Dynamics inSustainable Fashion..- Neuro-Symbolic AI-Driven Mental Health Risk Prediction with Human-ReadableRule Extraction and Interactive Explainabilit..- Deep Learning-based Intrusion Detection in IoT: A Cross-Model PerformanceAnalysis..- Emotion-Aware Movie Recommendation Using a Transformer-Based Deep Learning Approach..- Comparative Evaluation of Adaptive Wavelet Transform and classical approachesfor EEG Pre-Processing in Stress Recognition..- An Adaptive System for Detecting Anomalies in Smart Electric Grids UsingGaussian Mixture Models..- An Intelligent Multi-Agent System for Urban Traffic Signal Control LeveragingReinforcement Learning and Graph Neural Networks..- Efficient Voice-based Product Ordering via Lightweight Language Models withLow-Rank Adaptation..- Multi-Head Multi-Latent Attention: An Efficient Approach to Realize a LowResource Transformer Architecture..- Leveraging Small-object Detection in Satellite Imagery using Dual Attentionaugmented single-stage CNN model..- ALERTIFY: An AI-Driven Multimodal Social Media Framework for Real-TimeDisaster Monitoring and Response..- Perception Learning: A Formal Separation of Sensory Representation Learningfrom Decision Learning..- Analysing Trends in Community Evolution in Open-Source Software Collaboration Networks..- A Transfer Learning Framework on Image-Transformed Sensor Data for Smartphone based Human Activity Recognition..- Ensembling Handcrafted Features for Accurate Multi-Class Brain HemorrhageClassification..- MACO-Sync: Multi-Agent Ant Colony Optimization for Synchronized ArrivalCoordination.