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Advances in Data and Information Sciences Proceedings of ICDIS 2017, Volume 2 /
Published 2019Table of Contents: “…Replica Control Following 1SR in DRTDBS Through Best Case of Transaction Execution -- FPGA Implementation of a Fast Scalar Point Multiplier for an Elliptic Curve Processor -- A Bloom Filter Based Data Deduplication for Big Data -- ITDA: CUBE - Less Architecture for Effective Multidimensional Data Analysis -- On Using Priority Inheritance Based Distributed Static Two Phase Locking Protocol -- A New Way to Find Way Using Depth Direction A* -- ECG Biometric Analysis Using Walsh Hadamard Transform -- A Priority Heuristic Policy in Mobile Distributed Real Time Database System -- A Proposal for Optimization of Horizontal Scaling in Big Data Environment -- A Literature Review on Hadoop Ecosystem and Various Techniques of Bigdata Optimization -- Smart Mobile Bot Detection Through Behavioral Analysis -- Compendium Depiction on the Applications of Cloud Robotics for the Reclamation of Mankind -- A Framework for Data Storage Security in Cloud -- Dynamic Sentiment Analysis Using Multiple Machine LearningAlgorithms: A Comparative Knowledge Methodology -- Sentimental Analysis Using Tuned Ensemble Machine Learning Approach.…”
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Generative AI with LangChain : Build Large Language Model (LLM) Apps with Python, ChatGPT, and Other LLMs.
Published 2023Table of Contents: “…Vector indexing -- Vector libraries -- Vector databases -- Loading and retrieving in LangChain -- Document loaders -- Retrievers in LangChain -- kNN retriever -- PubMed retriever -- Custom retrievers -- Implementing a chatbot -- Document loader -- Vector storage -- Memory -- Conversation buffers -- Remembering conversation summaries -- Storing knowledge graphs -- Combining several memory mechanisms -- Long-term persistence -- Moderating responses -- Summary -- Questions -- Chapter 6: Developing Software with Generative AI -- Software development and AI -- Code LLMs -- Writing code with LLMs -- StarCoder -- StarChat -- Llama 2 -- Small local model -- Automating software development -- Summary -- Questions -- Chapter 7: LLMs for Data Science -- The impact of generative models on data science -- Automated data science -- Data collection -- Visualization and EDA -- Preprocessing and feature extraction -- AutoML -- Using agents to answer data science questions -- Data exploration with LLMs -- Summary -- Questions -- Chapter 8: Customizing LLMs and Their Output -- Conditioning LLMs -- Methods for conditioning -- Reinforcement learning with human feedback -- Low-rank adaptation -- Inference-time conditioning -- Fine-tuning -- Setup for fine-tuning -- Open-source models -- Commercial models -- Prompt engineering -- Prompt techniques -- Zero-shot prompting -- Few-shot learning -- Chain-of-thought prompting -- Self-consistency -- Tree-of-thought -- Summary -- Questions -- Chapter 9: Generative AI in Production -- How to get LLM apps ready for production -- Terminology -- How to evaluate LLM apps -- Comparing two outputs -- Comparing against criteria -- String and semantic comparisons -- Running evaluations against datasets -- How to deploy LLM apps -- FastAPI web server -- Ray -- How to observe LLM apps -- Tracking responses -- Observability tools.…”
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Proceedings of the International Conference on Recent Cognizance in Wireless Communication & Image Processing ICRCWIP-2014 /
Published 2016Table of Contents: “…A Noval Image Zooming Technique using Wavelet Coefficients -- Analysis of Operational Transformation Algorithms -- A Digital Image Watermarking Technique using Cascading of DCT and Biorthogonal Wavelet Transform -- Multi-Domain Image Enhancement of Foggy Images using Contrast Limited Adaptive Histogram Equalization Method -- Comparison of Various Reliability Measures of a Computer System with the Provision of Priority -- Dual Band Filter using DGS for X-Band Applications -- A Review on Performance Evaluation of Routing Protocols in MANET -- Retinal Nerve Fiber Layer analysis in Digital Fundus Images: Application to Early Glaucoma Diagnosis -- Design, Development of MC-CDMA & Reduction of ISI for Different Modulation Techniques -- A Compact Dual Wide Band Patch Antenna with Modified Ground Plane -- Contention Sensitive Routing for Mobile Ad Hoc Networks -- An analytical Approach for Fine Tuning of Resonant Frequency of MSPA using Dielectric Constant Engineering (DCE) -- Design of Can Based Enhanced Event Data Recorder & Evidence Collecting System -- Detection of Brain Tumor in MRI Images, using Fuzzy C-Means Segmented Images and Artificial Neural Networks -- Multiple Inputs Combinational Logic Minimization by Minterms Set -- Design and Simulation of 16X8 Synchronous SRAM in 90nm CMOS Technology -- A Voltage-Mode Non-Linear-Synapse Neural Circuit for Bi-Partitioning of Graphs -- CNFET-Based Resistive Sensor Interface with Voltage/Current-Mode Readouts -- Design of CMOS Ring Oscillators with Low Phase Noise and Power Dissipation for Data Transmission in RF Range -- A Novel Hybrid Method for Segmentation of Ultrasound Images -- Temperature Sensor using a SMF-PCF-SMF Heterostructure -- investigation of Channel Drop Filter Based on Two Dimensional Photonic Crystal Structure -- Design and analysis of a Nano-Fiber with all-Normal and Flat Dispersion for Supercontinuum Generation -- Investigation of Semiconductor Optical Amplifier for DWDM System with 50GHz Channel Spacing -- Automatic License Plate Recognition System using Raspberry Pi -- Multiple Sink Data Aggregation -- Handwritten Devnagari Script Database Development for Off-line Hindi Character with Matra (Modifiers) -- Part-of-Speech Tagging of Hindi Corpus using Rule-Based Method -- A Survey on Security Analysis in Cloud Computing -- Copper Nanofilm Antenna Design and Development: for X Band Wireless Sensor Applications. …”
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Proceedings of International Conference on ICT for Sustainable Development ICT4SD 2015 Volume 2 /
Published 2016Table of Contents: “…High Availability of Databases for Cloud -- Chapter 50. Customized Parameter Configuration Framework for Performance Tuning in Apache Hadoop -- Chapter 51. …”
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Information Systems Design and Intelligent Applications Proceedings of Third International Conference INDIA 2016, Volume 2 /
Published 2016Table of Contents: “…Improvement of Stability by Optimal Location with Tuning STATCOM Using Particle Swarm Optimization Algorithm -- Chapter 58. …”
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Proceedings of International Conference on Artificial Intelligence and Applications : Icaia 2020.
Published 2020Table of Contents: “…References -- Stress Prediction Model Using Machine Learning -- 1 Introduction -- 2 Research Methodology -- 2.1 Data Cleaning -- 2.2 Data Transformation -- 2.3 Data Reduction -- 3 Data Visualization -- 4 Application of Machine Learning Algorithm -- 5 Results, Discussion and Conclusion -- References -- Finger Vein Recognition Using Deep Learning -- 1 Introduction -- 2 Literature Review -- 3 Database Description -- 4 Methodology -- 4.1 Convolutional Neural Network -- 4.2 One-Shot Learning (Triplet Loss Network) -- 5 Proposed Architecture -- 5.1 Convolutional Neural Network -- 5.2 Triplet Loss Network -- 6 Results and Discussion -- 6.1 CNN Classification Model -- 6.2 Triplet Loss Network One-Shot Learning Model -- 7 Conclusion -- References -- Machine Learning Applications in Cyber Security and Cryptography -- Secure Communication: Using Double Compound-Combination Hybrid Synchronization -- 1 Introduction -- 2 Problem Formulation -- 3 System Description -- 3.1 Fractional Order Hyper-Chaotic Xling Systems -- 3.2 Fractional Order Hyper-Chaotic Vanderpol System -- 3.3 Fractional Order Hyper-Chaotic Rabinovich System -- 3.4 Fractional Order Hyper-Chaotic Rikitake System -- 3.5 Complex Fractional Order Lorenz Chaotic System -- 3.6 Complex Fractional Order T Chaotic System -- 3.7 Complex Fractional Order Lu Chaotic System -- 3.8 Complex Fractional Order Chen Chaotic System -- 4 Double Compound-Combination Hybrid Synchronization on Eight Fractional Order Chaotic Systems -- 5 Application in Secure Communication -- 6 Conclusion -- References -- Fractional Inverse Matrix Projective Combination Synchronization with Application in Secure Communication -- 1 Introduction -- 2 Preliminaries -- 2.1 Definitions -- 3 Problem Formulation -- 4 System Description -- 5 Numerical Simulations and Discussion -- 6 Illustration in Secure Communication -- 7 Conclusions.…”
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