Computational Collective Intelligence

Computational Collective Intelligence

16th International Conference, ICCCI 2024, Leipzig, Germany, September 9-11, 2024, Proceedings, Part I

Treur, Jan; Nunez, Manuel; Kozierkiewicz, Adrianna; Ludwig, Andre; Vossen, Gottfried; Franczyk, Bogdan; Nguyen, Ngoc Thanh

Springer International Publishing AG

09/2024

397

Mole

9783031708152

15 a 20 dias

Descrição não disponível.
.- Collective Intelligence and Collective Decision-Making.



.- Collective Computational Intelligence - challenges and opportunities.



.- Reward-based Hybrid Genetic Algorithm for Solving the Class Scheduling Problem.



.- A Novel Multi-Criteria Approach Supporting Strong Sustainability Assessment.



.- Enhancing Focused Ant Colony Optimization for Large-Scale Traveling Salesman Problems through Adaptive Parameter Tuning.



.- Parallelized Population-based Multi-heuristic Approach for Solving RCPSP and MRCPSP Instances.



.- A Collective Intelligence To Predict Stock Market Indices Applying An Optimized Hybrid Ensemble Learning Model.



.- Deep Learning Techniques.



.- Melanoma detection using CBR approach within a possibilistic framework.



.- GANet - Learning tabular data using global attention.



.- COVID-19 Detection based on Deep Features and SVM.



.- Hybrid Convolutional Network Fusion: Enhanced Medical Image Classification with Dual-Pathway Learning from Raw and Enhanced Visual Features.



.- Interpreting results of VGG-16 for COVID-19 diagnosis on CT images.



.- A hybrid approach using 2D CNN and attention-based LSTM for Parkinson's Disease Detection from video.



.- Improved CNN Model Stability and Robustness with Video Frame Segmentation.



.- Deep Learning for Cardiac Diseases Classification.



.- Natural Language Processing.



.- BABot: a Framework for the LLM-based Chatbot Supporting Business Analytics in e-Commerce.



.- BioBERT for Multiple knowledge-based question expansion and biomedical extractive question answering.



.- AMAMP: A Two-Phase Adaptive Multi-hop Attention Message Passing Mechanism For Logical Reasoning Machine Reading Comprehension.



.- Enhancing Low-Resource NER via Knowledge Transfer from LLM.



.- Efficient Argument Classification with Compact Language Models and ChatGPT-4 Refinements.



.- Refining Natural Language Inferences using Cross-Document Structure Theory.



.- Data Mining and Machine Learning.



.- Intelligent Handling of Noise in Federated Learning with Co-training for Enhanced Diagnostic Precision.



.- Detection and Classification of olive leaves diseases using machine learning algorithms.



.- Investigation of Machine Learning and Deep Learning Approaches for Early PM2.5 Forecasting: A Case Study in Vietnam.



.- Detection of candidate skills from job offers and comparison with ESCO database.



.- Multi-objective and Randomly Distributed Fuzzy Logic-based Unequal Clustering in Heterogeneous Wireless Sensor Networks.



.- nMITP-Miner: An efficient method for mining frequent maximal inter-transaction patterns.



.- A heterogeneous ensemble of classifiers for sports betting: based on the English Premier League.



.- The New K-Means Initialization Method.



.- Efficiently discover multi-level maximal high-utility patterns from hierarchical databases.
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Knowledge representation and reasoning;Information retrieval;Recommender systems;Social networks;Data mining;Machine learning;Natural language processing;Control methods;Decision support systems;Sensor networks;Internet of things;Computer vision