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April 25, 2019
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Dense 3D-convolutional neural network for person re-identification in videos
It is well known that the current types of neural networks perform quite well in identifying faces in (still) images. But what about re-identifying moving pedestrians in non-overlapping video sequences taken from different cameras? The paper’s novel approach increases the accuracy... more
Quote
I cannot imagine a rigorous mathematical proof, even if heavily computer aided, that would show that... more
- Peter D. Lax (2006)
Articles
SDN flow entry management using reinforcement learning: ACM Transactions on Autonomous and Adaptive Systems

Software-defined networking (SDN) technology makes for smoother network management and configuration. It allows network resources to be efficiently assigned to both prolonged and short-term traffic... more

Performance of Systems (C.4) | Apr 24 19

Completeness management for RDF data sources: ACM Transactions on the Web

The resource description framework (RDF), a standardized concept to model data intercommunication on the web, associates relationships between things to structures of triples or graphs. SPARQL is a... more

Query Languages (H.2.3...) | Apr 23 19

Dense 3D-convolutional neural network for person re-identification in videos: ACM Transactions on Multimedia Computing, Communications, and Applications

It is well known that the current types of neural networks perform quite well in identifying faces in (still) images. But what about re-identifying... more

Object Recognition (I.4.8...) | Apr 19 19

A survey of communication performance models for high-performance computing: ACM Computing Surveys

Cluster computing is a major trend in scientific high-performance computing (HPC), and the recent evolution of cluster computing requires a revision to the models and methods for evaluating operational... more

General (I.6.0) | Apr 16 19

The PCL theorem: Journal of the ACM

Transactional memory is one approach to making highly parallel programming manageable. In such approaches, parallel memory accesses are treated somewhat similarly to transactions in a database system, ideally guaranteeing properties similar to the ACID... more

Concurrent Programming (D.1.3) | Apr 15 19

Unsupervised domain ranking in large-scale web crawls: ACM Transactions on the Web

The already enormous amount of web content continues to increase. This poses an issue to web crawlers, the tools used by search engines to find content... more

World Wide Web (WWW) (H.3.4...) | Apr 15 19

UCF’s 30-year REU site in computer vision: Communications of the ACM

The article describes the University of Central Florida’s (UCF’s) history and position within the Research Experiences for Undergraduates (REUs) program. REUs are research programs in the US for undergraduates studying science disciplines... more

Computer Vision (I.5.4...) | Apr 12 19

Being recognized everywhere: Communications of the ACM

Over the past few years, Communications of the ACM has published a number of short articles related to various aspects of artificial intelligence (AI). This particular article concerns the effect that voice and facial recognition is having on society today... more

Computer Vision (I.5.4...) | Apr 11 19

An optimization model for collaborative recommendation using a covariance-based regularizer: Data Mining and Knowledge Discovery

In the era of big data, we are surrounded by recommendation systems that leverage and predict our responses, from daily shopping... more

Data Mining (H.2.8...) | Apr 10 19

Efficient method for updating class association rules in dynamic datasets with record deletion: Applied Intelligence

Association rule mining (ARM) is an important subject in data mining. Mining association rules is to find rules in the form of XY from the rule base that X and Y satisfy certain constraints. Class association... more

Data Mining (H.2.8...) | Apr 9 19

Books
Sound reinforcement engineering

With this book, the authors provide a comprehensive introduction to audio fundamentals and to modern sound reinforcement engineering, illustrating the theory while also giving examples of real-life applications. The book has recently been... more
Sound & Music Computing (H.5.5) | Apr 23 19

Networks

In this revised and expanded edition of his 2010 seminal work [1,2], Newman updates the content to reflect developments in the field. The book is very comprehensive and consists of 18 chapters. It is divided into four distinct parts: “The Empirical Study of... more
General (C.0) | Apr 22 19

Introductory biostatistics

Le and Eberly’s Introductory biostatistics is in fact more than introductory. Not only do the authors painstakingly clarify the fundamentals of the topic, but they also provide sufficient material for an advanced undergraduate or postgraduate course in... more
Statistical Computing (G.3...) | Apr 19 19

Java game development with libGDX: from beginner to professional (2nd ed.)

The LibGDX application framework is a free and open-source framework for the development of multi-platform video games. It allows programmers to develop games on a desktop computer (Windows, macOS... more
Games (K.8...) | Apr 19 19

Smartphone-based real-time digital signal processing

Digital signal processing (DSP) has been a core course in electrical engineering for the past three or four decades. Since its emergence, there have been many new and efficient techniques for signal processing. These... more
Signal Processing (I.5.4...) | Apr 18 19

Didactics of smart pedagogy: smart pedagogy for technology enhanced learning

When I first started teaching, my classroom had a time capsule of technology: chalk and chalkboard, dry erase markers and whiteboard, overhead projector and liquid-crystal display (LCD) projector, tabletop podium... more
Computer Uses in Education (K.3.1) | Apr 18 19

Exact thinking in demented times: the Vienna Circle and the epic quest for the foundations of science

This is an intellectual and personal collective biography of some of the greatest minds of the first half of the 20th century, written for a more or less general audience by Karl Sigmund, a professor of... more
Theory (K.2...) | Apr 17 19

Handbook of data structures and applications (2nd ed.)

Data structures and algorithms are key elements of a computing system’s operation, determining its effectiveness and efficiency. Choosing the right ones is becoming increasingly important for two reasons... more
Data Structures (E.1) | Apr 15 19

Design automation techniques for approximation circuits: verification, synthesis and test

Finding the optimal energy savings corresponding to different quality constraints is one of the most important driving forces in approximate design, particularly for complex system on chips (SoCs) with multiple Internet protocols (IPs) integrated on edge devices... more
Types & Design Styles (B.7.1) | Apr 12 19

Statistical and machine-learning data mining (3rd ed.)

There are numerous books about statistics, from short recipe collections to larger theoretical works. There are texts devoted to data science and data mining, the newest expressions of data analysis, which focus on... more
Data Mining (H.2.8...) | Apr 12 19


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