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Symphonies of Life
  • Language: en
  • Pages: 158

Symphonies of Life

Discover the enchanting world of Dr. Meenakshi Mohan in her latest collection of poems, Symphonies of Life. This exquisite anthology weaves a tapestry of life's vicarious experiences through the poet's masterful use of rhetorical, epistemological, and ontological perspectives. Each poem in this collection is a lyrical journey through the peaks and valleys of existence, capturing both joy and sorrow with poetic finesse. Dr. Mohan, a distinguished poet, painter, and academic, infuses her verses with rich imagery drawn from Greek and Indian mythology, seamlessly blending natural and human elements. Her evocative language paints vivid pictures, making her poetry resonate with imagistic and impre...

The Biography of the Bloodless Battles
  • Language: en
  • Pages: 144

The Biography of the Bloodless Battles

The Biography of the Bloodless Battles by Kabir Deb is an evocative poetry collection that delves into the unspoken, often turbulent struggles within the human psyche. With a lyrical and raw narrative, Deb explores themes of mental health, identity, and resilience, painting vivid metaphors of love, loss, and survival. Each poem is a journey into the intimate corners of despair and hope, wrapped in haunting imagery and poignant introspection. This collection is for readers seeking profound reflections on life’s silent battles, capturing the beauty and chaos of the human experience.

The Urban Elite v. Union of India
  • Language: en
  • Pages: 214

The Urban Elite v. Union of India

  • Categories: Law

What does it mean to be a queer lawyer? How should social impact and public interest legislation be undertaken? Is the legal profession a safe space for queer lawyers? What goes through the mind of a queer lawyer when homophobia is masqueraded as a legal argument? Rohin Bhatt was studying law at the Gujarat National Law University when the Supreme Court gave its landmark judgment in Navtej Singh Johar & Ors. v. Union of India. The apex court was asked to determine the constitutionality of Section 377 of the Indian Penal Code, a colonial-era law which, among other things, criminalized homosexual acts as an ‘unnatural offence’. The verdict changed the lives of the LGBTQIA+ community in Ind...

ATOMICITY
  • Language: en
  • Pages: 79

ATOMICITY

Atomicity is a collection of poems written in Bengali by Ekram Ali, and translated into English by Nirmal Kanti Bhattacharjee, Subhranshu Maitra, Biswanath Bhoumik, Ketaki Datta, Amita Ray, Indrajit Bose, Sreetanwi Chakraborty, Pritha Chakraborty, Luna Rushdi & Ashique KhudaBukhsh

Hybrid Aerogels
  • Language: en
  • Pages: 302

Hybrid Aerogels

Aerogels are ultralight porous materials showing great promise in environmental remediation and energy storage. Aerogels successfully remove pollutants and can improve the properties of batteries, supercapacitors and even flexible electronics. The book covers the fundamentals of hybrid aerogels synthesis and their applications. It includes computational approaches such as Molecular Dynamics, lattice Boltzmann method and Navier-Stokes solver.

Federated Learning
  • Language: en
  • Pages: 436

Federated Learning

  • Type: Book
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  • Published: 2024-02-09
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  • Publisher: Elsevier

Federated Learning: Theory and Practi ce provides a holisti c treatment to federated learning as a distributed learning system with various forms of decentralized data and features. Part I of the book begins with a broad overview of opti mizati on fundamentals and modeling challenges, covering various aspects of communicati on effi ciency, theoretical convergence, and security. Part II featuresemerging challenges stemming from many socially driven concerns of federated learning as a future public machine learning service. Part III concludes the book with a wide array of industrial applicati ons of federated learning, as well as ethical considerations, showcasing its immense potential for dri...

Policy-Based Autonomic Data Governance
  • Language: en
  • Pages: 236

Policy-Based Autonomic Data Governance

  • Type: Book
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  • Published: 2019-04-24
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  • Publisher: Springer

Advances in artificial intelligence, sensor computing, robotics, and mobile systems are making autonomous systems a reality. At the same time, the influence of edge computing is leading to more distributed architectures incorporating more autonomous elements. The flow of information is critical in such environments, but the real time, distributed nature of the system components complicates the data protection mechanisms. Policy-based management has proven useful in simplifying the complexity of management in domains like networking, security, and storage; it is expected that many of those benefits would carry over to the task of managing big data and autonomous systems. This book aims at pro...

The Climate–Health–Sustainability Nexus
  • Language: en
  • Pages: 499

The Climate–Health–Sustainability Nexus

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Backdoor Attacks against Learning-Based Algorithms
  • Language: en
  • Pages: 161

Backdoor Attacks against Learning-Based Algorithms

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Explainable Artificial Intelligence for Intelligent Transportation Systems
  • Language: en
  • Pages: 286

Explainable Artificial Intelligence for Intelligent Transportation Systems

  • Type: Book
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  • Published: 2023-10-20
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  • Publisher: CRC Press

Artificial Intelligence (AI) and Machine Learning (ML) are set to revolutionize all industries, and the Intelligent Transportation Systems (ITS) field is no exception. While ML, especially deep learning models, achieve great performance in terms of accuracy, the outcomes provided are not amenable to human scrutiny and can hardly be explained. This can be very problematic, especially for systems of a safety-critical nature such as transportation systems. Explainable AI (XAI) methods have been proposed to tackle this issue by producing human interpretable representations of machine learning models while maintaining performance. These methods hold the potential to increase public acceptance and trust in AI-based ITS. FEATURES: Provides the necessary background for newcomers to the field (both academics and interested practitioners) Presents a timely snapshot of explainable and interpretable models in ITS applications Discusses ethical, societal, and legal implications of adopting XAI in the context of ITS Identifies future research directions and open problems