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Prototype Based Recognition of Splice Sites
Splice site recognition is an important subproblem of de novo gene finding, splice junctions constituting the boundary between coding and non-coding...
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Retrieval Augmented Modeling
Till this point in our book, we have discussed the fundamental principles of information retrieval, exploring its key elements, and various...
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Multimodal Information Retrieval
In today’s rapidly evolving digital landscape, the wealth of available information has expanded beyond the boundaries of traditional text-based...
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Outlook
While multimodal information retrieval has several exciting applications and a high potential for impact on important problems, there are several...
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Multimodal Content Generation
In this chapter, we will review the advances that are being made in this new field of multimodal content generation and also discuss several...
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Transformer-Driven Models for Language, Vision, and Multimodality
In this chapter, we will learn about the modeling and learning techniques that drive multimodal applications. We will focus specifically on the...
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Introduction
In this book, our emphasis is on multimodal information retrieval, specifically concentrating on text and image data. The traditional unimodal...
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A Brief Review of Bilevel Optimization Techniques and Their Applications
Bilevel optimization is an area of applied mathematics that deals with hierarchical decision-making processes, where a decision at one level affects...
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Optimization of Concrete Chimneys Considering Random Underground Blast and Temperature Effects
Generally, design of concrete chimney is accomplished considering wind or earthquake loadings disregarding the blast effects. However, in recent...
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Optimization and Machine Learning Algorithms for Intelligent Microwave Sensing: A Review
Microwave sensors find growing applications in remote sensing, material analysis, and process monitoring. Yet, the intricate interplay between...
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Deep Learning in Stock Market: Techniques, Purpose, and Challenges
In recent years, deep learning has witnessed a growing interest due to its ability to solve complex problems and offer accurate results. It has found...
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Solving Crop** Pattern Optimization Problems Using Robust Positive Mathematical Programming
Agricultural activities occur in an environment that is constantly changing. In each crop** season, farmers must make management decisions based on...
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Multi-agent Game Domain: Monopoly
In the previous chapters we have looked at the visual domain and single-agent environments for action domains. In this chapter, we will apply the...
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Non-linear Regression
In this chapter, we will refine the results of linear algorithms using nonlinear minimisation algorithms, such as LM. This is more computationally...
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The Impact of Team Creativity and Continuous Improvement on Time-to-Market: An Empirical Evidence from the UAE Electronics Industry
The main objective of this research is to empirically analyse the time-to-market impact of team creativity and continuous improvement in the...
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The Effect of Cyber Resilience Role in the Relationship of Intelligent Information System on the E-Supply Chain: An Empirical Evidence from the UAE Healthcare Industry
The research was purposefully conducted to empirically assess the impact of intelligent information systems on the e-supply chain with the mediating...
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Integrating Big Data and Artificial Intelligence to Improve Business Growth
With the development of the Internet and technology, a revolution in information technology is taking place in recent years. Currently, In a diverse...
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Role of Big Data Analytics to Empower Patient Healthcare Record Management System
Big data involves a significant amount of data that may have a remarkable impact on healthcare data records. It has fascinated the imagination of...