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This blog posting describes how I have begun to use network graphs to illustrate ("read") texts.

• Keywords: network graphs; reading;
• Source: This posting was originally published as a part of Infomotions's Musings.

In this special edition of Paradise and Utopia, Fr. John Strickland responds to a recent review of the first two volumes of his book series. In it, he notes the failure to consider the books on their own terms. He uses the opportunity to elaborate what he considers a healthy vision of Christian historiography, one that supports what many consider the need for a "re-enchantment" of modern culture.

Aim/Purpose: The aim of this study was to develop a prototype of an information-generating computer tool designed to automatically map the dental restorations in a panoramic radiograph. Background: A panoramic radiograph is an external dental radiograph of the oro-maxillofacial region, obtained with minimal discomfort and significantly lower radiation dose compared to full mouth intra-oral radiographs or cone-beam computed tomography (CBCT) imaging. Currently, however, a radiologic informative report is not regularly designed for a panoramic radiograph, and the referring doctor needs to interpret the panoramic radiograph manually, according to his own judgment. Methodology: An algorithm, based on techniques of computer vision and machine learning, was developed to automatically detect and classify dental restorations in a panoramic radiograph, such as fillings, crowns, root canal treatments and implants. An experienced dentist evaluated 63 panoramic anonymized images and marked on them, manually, 316 various restorations. The images were automatically cropped to obtain a region of interest (ROI) containing only the upper and lower alveolar ridges. The algorithm automatically segmented the restorations using a local adaptive threshold. In order to improve detection of the dental restorations, morphological operations such as opening, closing and hole-filling were employed. Since each restoration is characterized by a unique shape and unique gray level distribution, 20 numerical features describing the contour and the texture were extracted in order to classify the restorations. Twenty-two different machine learning models were evaluated, using a cross-validation approach, to automatically classify the dental restorations into 9 categories. Contribution: The computer tool will provide automatic detection and classification of dental restorations, as an initial step toward automatic detection of oral pathologies in a panoramic radiograph. The use of this algorithm will aid in generating a radiologic report which includes all the information required to improve patient management and treatment outcome. Findings: The automatic cropping of the ROI in the panoramic radiographs, in order to include only the alveolar ridges, was successful in 97% of the cases. The developed algorithm for detection and classification of the dental restorations correctly detected 95% of the restorations. ‘Weighted k-NN’ was the machine-learning model that yielded the best classification rate of the dental restorations - 92%. Impact on Society: Information that will be extracted automatically from the panoramic image will provide a reliable, reproducible radiographic report, currently unavailable, which will assist the clinician as well as improve patients’ reliance on the diagnosis. Future Research: The algorithm for automatic detection and classification of dental restorations in panoramic imaging must be trained on a larger dataset to improve the results. This algorithm will then be used as a preliminary stage for automatically detecting incidental oral pathologies exhibited in the panoramic images.

The  8th GEO European Projects Workshop (GEPW-8) took place in Athens, Greece, on 12 and 13 June, hosted by the Greek GEO Office - National Observatory of Athens and co-organized by the Mariolopoulos-Kanaginis Foundation for the Environmental Sciences.

The event was intended to bring all those interested in and actively contributing to the Global Earth Observations System of Systems (GEOSS) from all over Europe together, in order to present their work and discuss how Europe can contribute to this international effort, especially in the wake of the launch of the new EU Framework Programme for Research, Horizon 2020, and renewal of the mandate of GEO for another 10 years through the endorsement of the 2014 Geneva Declaration.

Oral presentations, a book of abstracts and the photos from the event are now uploaded and available for download on the events website.

Following the work of Day & Hawthorne [Acta Cryst. (2022), A78, 212–233] and Day et al. [Acta Cryst. (2024), A80, 258–281], the program GraphT–T has been developed to embed graphical representations of observed and hypothetical chains of (SiO4)4− tetrahedra into 2D and 3D Euclidean space. During embedding, the distance between linked vertices (T–T distances) and the distance between unlinked vertices (T⋯T separations) in the resultant unit-distance graph are restrained to the average observed distance between linked Si tetrahedra (3.06±0.15 Å) and the minimum separation between unlinked vertices is restrained to be equal to or greater than the minimum distance between unlinked Si tetrahedra (3.713 Å) in silicate minerals. The notional interactions between vertices are described by a 3D spring-force algorithm in which the attractive forces between linked vertices behave according to Hooke's law and the repulsive forces between unlinked vertices behave according to Coulomb's law. Embedding parameters (i.e. spring coefficient, k, and Coulomb's constant, K) are iteratively refined during embedding to determine if it is possible to embed a given graph to produce a unit-distance graph with T–T distances and T⋯T separations that are compatible with the observed T–T distances and T⋯T separations in crystal structures. The resultant unit-distance graphs are denoted as compatible and may form crystal structures if and only if all distances between linked vertices (T–T distances) agree with the average observed distance between linked Si tetrahedra (3.06±0.15 Å) and the minimum separation between unlinked vertices is equal to or greater than the minimum distance between unlinked Si tetrahedra (3.713 Å) in silicate minerals. If the unit-distance graph does not satisfy these conditions, it is considered incompatible and the corresponding chain of tetrahedra is unlikely to form crystal structures. Using GraphT–T, Day et al. [Acta Cryst. (2024), A80, 258–281] have shown that several topological properties of chain graphs influence the flexibility (and rigidity) of the corresponding chains of Si tetrahedra and may explain why particular compatible chain arrangements (and the minerals in which they occur) are more common than others and/or why incompatible chain arrangements do not occur in crystals despite being topologically possible.

A group of three deep-learning tools, referred to collectively as CHiMP (Crystal Hits in My Plate), were created for analysis of micrographs of protein crystallization experiments at the Diamond Light Source (DLS) synchrotron, UK. The first tool, a classification network, assigns images into categories relating to experimental outcomes. The other two tools are networks that perform both object detection and instance segmentation, resulting in masks of individual crystals in the first case and masks of crystallization droplets in addition to crystals in the second case, allowing the positions and sizes of these entities to be recorded. The creation of these tools used transfer learning, where weights from a pre-trained deep-learning network were used as a starting point and repurposed by further training on a relatively small set of data. Two of the tools are now integrated at the VMXi macromolecular crystallography beamline at DLS, where they have the potential to absolve the need for any user input, both for monitoring crystallization experiments and for triggering in situ data collections. The third is being integrated into the XChem fragment-based drug-discovery screening platform, also at DLS, to allow the automatic targeting of acoustic compound dispensing into crystallization droplets.

We explore a special class of periodic graphs, ladder graphs, whose edges can coincide when embedded vertices are moved. Many of these exhibit additional non-crystallographic graph symmetries.

The Technical Committee Meeting Monographs contain every code change proposal submitted for the 2027 editions of the UPC and UMC as part of the ANSI-accredited consensus code development process employed by IAPMO.

AllegroGraph is designed to seamlessly integrate?with LLMs, providing the most secure and scalable AI solution for enterprises. AllegroGraph offers a comprehensive solution platform including Large Language Models (LLMs), Vector generation and storage, Graph Neural Networks, Graph Virtualization, GraphQL, Apache Spark graph analytics, and Kafka streaming graph pipelines.

RAWGraphs is used in many academic resources. In many of... more

“It seems to me that the subject of Bill Dane�s pictures is the discovery of lyric beauty in Oakland, or the discovery of surprise and delight in what we had been told was a wasteland of boredom, the discovery of classical measure in the heart of God�s own junkyard, the discovery of a kind of …

Continue reading "Bill Dane Pictures …it’s not pretty. 50 Years of Photographs I’m Still in Love"

Many thanks to Patrick Lauke, University of Salford for making available his IWMW 2005 photographs. These black and white photographs of the workshop are available from the Flickr service. [2005-07-27]

Features recommendations for dining, lodging, transportation, shopping, recreational activities, landmarks, and cultural opportunities. -- Publisher.

Event Begins: Wednesday, November 13, 2024 3:00pm
Location: Thayer Academic Building
Organized By: Institute for the Humanities

Join us as we celebrate the opening of the pop-up exhibition *Hoshea Love: Photographs* in the Osterman Common Room. Artist Hoshea Love will be in conversation with curator Amanda Krugliak.

Hoshea Love is 85 years old. Born in San Francisco and raised in Southern California, Love has traveled without bounds across the United States, getting an education formally and spiritually. He holds degrees in fine art, metaphysical science, and biology (specializing in sustainable living) and is licensed in metaphysical science and traditional ministry.

Love’s colorful, abstract photographs are inspired by nature and the nature of things, taking inventory of the immense beauty that surrounds us and guides us in our searching.

Love’s work has been exhibited at the Ellen Kayrod Gallery, Detroit, and the U-M Museum of Art. He is a former artist-in-residence at The Heidelberg Project in Detroit.

Event Begins: Wednesday, November 13, 2024 9:00am
Location: Thayer Academic Building
Organized By: Institute for the Humanities

Hoshea Love is 85 years old. Born in San Francisco and raised in Southern California, Love has traveled without bounds across the United States, getting an education formally and spiritually. He holds degrees in fine art, metaphysical science, and biology (specializing in sustainable living) and is licensed in metaphysical science and traditional ministry.

Love’s colorful, abstract photographs are inspired by nature and the nature of things, taking inventory of the immense beauty that surrounds us and guides us in our searching.

Love’s work has been exhibited at the Ellen Kayrod Gallery, Detroit, and the U-M Museum of Art. He is a former artist-in-residence at The Heidelberg Project in Detroit.

Event Begins: Wednesday, November 13, 2024 8:00am
Location: Weiser Hall
Organized By: Weiser Center for Europe and Eurasia

Joseph Sywenkyj is the 2024-25 Weiser Center for Europe and Eurasia’s Distinguished Fellow, and a Knight-Wallace Fellow at the University of Michigan. An award-winning American photographer of Ukrainian descent, Sywenkyj has lived and worked in Ukraine for the last two decades. He has worked throughout Europe and Central Asia for numerous publications and is a frequent contributor to *The Wall Street Journal*. His photographs have been exhibited in galleries and museums, including the United Nations Visitor’s Lobby in New York and the Taras Shevchenko National Museum in Kyiv.

If there is anything we can do to make this event accessible to you, please contact us. Please be aware that advance notice is necessary as some accommodations may require more time for the university to arrange.

Jan Goedgebeur, Jorik Jooken, On-Hei Solomon Lo, Ben Seamone and Carol T. Zamfirescu
Math. Comp. 93 (), 3059-3082.
Abstract, references and article information

Dr. Rekha Thomas from the University of Washington discusses three-dimensional image reconstructions from two-dimensional photos. The mathematics of image reconstruction is both simpler and more abstract than it seems. To reconstruct a 3D model based on photographic data, researchers and algorithms must solve a set of polynomial equations. Some solutions to these equations work mathematically, but correspond to an unrealistic scenario — for instance, a camera that took a photo backwards. Additional constraints help ensure this doesn't happen. Researchers are now investigating the mathematical structures underlying image reconstruction, and stumbling over unexpected links with geometry and algebra.

Nathan Brownlowe, Alcides Buss, Daniel Gonçalves, Jeremy B. Hume, Aidan Sims and Michael F. Whittaker
Trans. Amer. Math. Soc. 377 (), 5513-5560.
Abstract, references and article information

Noga Alon, Anurag Bishnoi, Shagnik Das and Alessandro Neri
Trans. Amer. Math. Soc. 377 (), 5389-5410.
Abstract, references and article information

A new book reveals striking images from six decades of the beloved Wildlife Photographer of the Year competition

Transitions: Photographs by Robert Creamer

Read more at http://www.smithsonianmag.com/arts-culture/Herman-Leonards-Eye-for-Jazz.html With just a camera as his ticket, Herman Leonard captured jazz icons performing on and off stage.

Getting the perfect shot requires great timing, the right equipment and nerves of steel

These images are taken from a new book, Seeds: Time capsules of life, which explores how plant life has flourished in the past 360 million years

Shortlisted for the Close-up Photographer of the Year contest, these images zoom in on animals in all their glory

See some of the top entries to this year's Mangrove Photography Awards, showing the beauty and fragility of these unique ecosystems

Shortlisted for the Close-up Photographer of the Year contest, these images zoom in on animals in all their glory

Background

Computer-aided detection (CAD) systems hold promise for improving tuberculosis (TB) detection on digital chest radiographs. However, data on their performance in exclusively paediatric populations are scarce.

Edinburgh : Edinburgh University Press, [2023]

With their topical jokes, flaming antics and solid science, Just for Graphs is sure to delight nerds, non-nerds and everyone in-between, says Tushna Commissariat

Latest floral chronographs to add a bit of drama and fantasy to your attire

Cambridge ; New York, NY : Cambridge University Press, 2024.

In a future where humanity has been driven underground by an apocalyptic event, a prisoner is haunted by the childhood memory of seeing a man gunned down at an airport. A group of scientists make him their time-traveling guinea pig, hoping that he’ll be able to find a way to restore the society they once knew. […]

Photographs of Hawke's Bay taken from space almost a year apart show the effects of its drought.The photos, taken by National Aeronautics and Space Administration (Nasa), compare the region on May 2, 2019, and April 29 this year....

BUENOS AIRES: Diego Maradona has lent a hand in the fight against the coronavirus pandemic in his hometown by autographing an Argentina national team jersey for a raffle. The sale raised money for an underprivileged area on the outskirts of Buenos Aires affected by quarantine rules....

Diego Maradona has lent a hand in the fight against the coronavirus pandemic in his hometown by autographing an Argentina national team jersey for a raffle. The sale raised money for an underprivileged area on the outskirts of Buenos Aires affected by quarantine rules. "We're going to get through it," Maradona wrote on the jersey, a replica of the one he wore when he led his country to victory in the 1986 World Cup.

The jersey was first offered at auction, but is being raffled to those who have given donations in an initiative that has collected hygiene products, masks and around 100 kilograms (220 pounds) of food for charity. "Diego can't even imagine what he has done for us, it's priceless. I'll be grateful to him until the day I die," said local resident Marta Gutierrez.

In addition to the pandemic, Argentina is facing a serious economic crisis and is in laborious negotiations on debt restructuring with creditors.

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