{"product_id":"big-data-analytics-and-knowledge-discovery-9783032022141","title":"Big Data Analytics and Knowledge Discovery","description":"\u003cb\u003eBook Synopsis\u003c\/b\u003e\u003cbr\u003e\u003cp\u003e\u003cstrong\u003e.- Keynote Talk.\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e.- Sparse Matrix Algorithms for Evolving Neural Networks.\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e.- Invited Talk.\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e.- Data integration in the AI era: research trends and still open issues.\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e.- \u003c\/strong\u003e\u003cstrong\u003eTutorial.\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e.- Leveraging machine learning techniques for customer data deduplication-hard-won lessons from a real-world project in the financial industry,\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e.- Data mining and knowledge discovery.\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e.- FairFES - Fast Exact Sampling for Fair Classification.\u003c\/p\u003e\u003cp\u003e.- Autism Detection by Analyzing Handwriting Characteristics of Chinese Characters via Deep Learning Models.\u003c\/p\u003e\u003cp\u003e.- FNoDe: Faulty Node Detection in Microservices Architecture.\u003c\/p\u003e\u003cp\u003e.- An Enhanced FP-Growth Algorithm with Hybrid Adaptive Support Threshold for Association Rule Mining.\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e.- Sequential data analytics and recommendation systems.\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e.- Entity Resolution for Streaming Data with Embeddings.\u003c\/p\u003e\u003cp\u003e.- Cross-Modal Sequential Point-of-Interest Recommendation with Lightweight Hybrid Fusion Strategy.\u003c\/p\u003e\u003cp\u003e.- Alternatives to Shallow Autoencoders for Collaborative Filtering.\u003c\/p\u003e\u003cp\u003e.- Accurate Concept Drift Detection without Updating Autoencoders.\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e.- Graph data processing and analytics.\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e.- Parallel and Distributed SQL\/PGQ Query Processing for Property Graphs.\u003c\/p\u003e\u003cp\u003e.- Graph Constraint Language for Industrial Knowledge Graphs and Machine Learning.\u003c\/p\u003e\u003cp\u003e.- SemViSG : Semantic Enrichment and Visualization of Software Graphs.\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e.- Data management and Indices.\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e.- Certainty Attacks Using Explainability Preprocessing.\u003c\/p\u003e\u003cp\u003e.- Integrating Bitcoin Transactions into Relational Databases for IoT: Challenges and Solutions.\u003c\/p\u003e\u003cp\u003e.- Effects of Response Length on User Search Experience in Spoken Conversational Search.\u003c\/p\u003e\u003cp\u003e.- Fair Proportional Top-k Ranking.\u003c\/p\u003e\u003cp\u003e.- PAID: Power-efficient AI-optimized Databases.\u003c\/p\u003e\u003cp\u003e.- On the Costs and Benefits of Learned Indexing for Dynamic High-Dimensional Data.\u003c\/p\u003e\u003cp\u003e.- A Bayesian Reinforcement Learning Framework for Online Index Tuning.\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e.- Large language models (LLMs).\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e.- Explaining Recovery Trajectories of Older Adults Post Lower-Limb Fracture Using Modality-wise Multiview Clustering and Large Language Models.\u003c\/p\u003e\u003cp\u003e.- Parameter Drift as a Signal for Membership Inference in Overfit-Tuned LLMs.\u003c\/p\u003e\u003cp\u003e.- MicroSuggest: Kernel-Aware Microservice Decomposition.\u003c\/p\u003e\u003cp\u003e.- TraceTune: Targeted Fine-Tuning of Attention Heads for Text-to-SQL.\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e.- Neural networks.\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e.- ONNYX : Optimized Neural Networks Yielding eXplainable insights from ECG signals-based data streams.\u003c\/p\u003e\u003cp\u003e.- SpaPool: Soft Partition Assignment Pooling for Graph Neural Networks.\u003c\/p\u003e\u003cp\u003e.- Prediction of iterative solvers' convergence using pretraining by natural images.\u003c\/p\u003e\u003cp\u003e.- Local-aware Convolutional Modulation for Short-Term Sequential Recommendation.\u003c\/p\u003e","brand":"Springer","offers":[{"title":"Default Title","offer_id":51742911463767,"sku":"9783032022141","price":58.49,"currency_code":"GBP","in_stock":true}],"url":"https:\/\/bookcurl.com\/products\/big-data-analytics-and-knowledge-discovery-9783032022141","provider":"Book Curl","version":"1.0","type":"link"}