AI is used in data analysis to extract insights, discover patterns, and make predictions from large and complex datasets. Machine learning algorithms and statistical techniques enable automated data processing, anomaly detection, and advanced analytics, facilitating data-driven decision-making in various industries and domains.
Researchers introduce a speech emotion recognition (SER) system that accurately predicts a speaker's emotional state using audio signals. By employing convolutional neural networks (CNN) and Mel-frequency cepstral coefficients (MFCC) for feature extraction, the proposed system outperforms existing approaches, showcasing its potential in various applications such as human-computer interaction and emotion-aware technologies.
Embracing artificial intelligence (AI) in urban planning holds immense potential to revolutionize decision-making, optimize urban systems, and create sustainable cities. While challenges exist, the strategic integration of AI tools can empower planners to analyze data, predict scenarios, and design equitable cities for the future.
Data-driven insights and analytics are shaping the evolution towards 6G systems, as the growth of data traffic and convergence of technologies become crucial. A case study on Fed-XAI demonstrates the potential of leveraging data for AI operations and quality of service predictions, showcasing the practical applications of data-driven innovation in developing 6G networks.
Manufacturing companies are embracing AI and IoT technologies to revolutionize their operations, achieve sustainability goals, and remain competitive. The implementation of smart configurations, such as digital twins, sensors, 5G networks, and advanced ML models, enables real-time monitoring, analysis, and optimization of production processes.
Research proposes the integration of visualization and artificial intelligence (AI) for efficient data analysis. It defines three levels of integration, with the highest level being the framework of VIS+AI, which allows AI to learn from human interactions and communicate through visual interfaces.
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