If you are home alone tonight on Halloween and fancy something spooky and electronic to listen to, please allow me to direct you to the annual Homebrew Electronica horrorthon! Promising “spooky bangers, creepy electronica and twisted soundscapes for Halloween night”,...

This paper describes a new approach to document classification based on visual features alone. Text-based retrieval systems perform poorly on noisy text. We have conducted series of experiments using cosine distance as our similarity measure, selecting varying numbers local interest points per page, and varying numbers of nearest neighbour points in the similarity calculations. We have found that a distance-based measure of similarity outperforms a rank-based measure except when there are few interest points. We show that using visual features substantially outperforms textbased approaches for noisy text, giving average precision in the range 0.4-0.43 in several experiments retrieving scientific papers.

In today's world, malware has become a part and threat to our computer systems. All electronic devices are very susceptible/vulnerable to various threats like different types of malware. There is one subset of malware called ransomware, which is majorly used to have large financial gains. The attacker asks for a ransom amount to regain access to the system/data. When dynamic technique using machine learning is used, it is very important to select the correct set of features for the detection of a ransomware attack. In this paper, we present two novel algorithms for the detection of ransomware attacks. The first algorithm is used to assign the time stamp to the features (API calls) for the ordering and second is used for the ordering and ranking of the features for the early detection of a ransomware attack.

A well-documented architecture can greatly improve comprehension and maintainability. However, shorter release cycles and quick delivery patterns results in negligence of architecture. In such situations, the architecture can be recovered from its current implementation based on considering dependency relations. In literature, structural and semantic dependencies are commonly used software features, and directory information along with co-change/change history information are among rarely utilised software features. But, they are found to help improve architecture recovery. Therefore, we consider investigating various features that may further improve the accuracy of existing architecture recovery techniques and evaluate their feasibility by considering them in different pairs. We compared five state-of-the-art methods under different feature subsets. We identified that two of them commonly outperform others but surprisingly with low accuracy in some evaluations. Further, we propose a new subset of features that reflects more accurate user perceptions and hence, results in improving the accuracy of architecture recovery techniques.

Aim/Purpose: Based on the stimulus-organism-response (SOR) model, the current study investigated social commerce functions as an innovative retailing technological support by selecting the three most appropriate features for the Chinese online shopping environment with respective value co-creation intentions. Background: Social commerce is the customers’ online shopping touchpoint in the latest retail era, which serves as a corporate technological tool to extend specific customer services. Although social commerce is a relatively novel platform, limited theoretical attention was provided to determine retailers’ approaches in employing relevant functions to improve consumer experience and value co-creation. Methodology: A questionnaire was distributed to Chinese customers, with 408 valid questionnaires being returned and analyzed through Structural Equation Modeling (SEM). Contribution: The current study investigated the new retail concept and value co-creation from the consumer’s perspective by developing a theoretical model encompassing new retail traits and consumer value, which contributed to an alternative theoretical understanding of value creation, marketing, and consumer behaviour in the new retail business model. Findings: The results demonstrated that value co-creation intention was determined by customer experience, hedonic experience, and trust. Simultaneously, the three factors were significantly influenced by interactivity, personalisation, and sociability features. Specifically, customers’ perceptions of the new retail idea and the consumer co-creation value were examined. Resultantly, this study constructed a model bridging new retail characteristics with consumer value. Recommendations for Practitioners: Nonetheless, past new retail management practice studies mainly focused on superficial happiness in the process of human-computer interaction, which engendered a computer system design solely satisfying consumers’ sensory stimulation and experience while neglecting consumers’ hidden value demands. As such, a shift from the subjective perspective to the realisation perspective is required to express and further understand the actual meaning and depth of consumer happiness. Recommendation for Researchers: New retailers could incorporate social characteristics on social commerce platforms to improve the effectiveness of marketing strategies while increasing user trust to generate higher profitability. Impact on Society: The new retail enterprises should prioritise consumers’ acquisition of happiness meaning and deep experience through self-realisation, cognitive improvement, identity identification, and other aspects of consumer experiences and purchase processes. By accurately revealing and matching consumers’ fundamental perspectives, new retailers could continuously satisfy consumer requirements in optimally obtaining happiness. Future Research: Future comparative studies could be conducted on diverse companies within the same industry for comprehensive findings. Moreover, other underlying factors with significant influences, such as social convenience, group cognitive ability, individual family environment, and other external stimuli were not included in the present study examinations.

Aim/Purpose: The aim of this paper is to propose an ensemble learners based classification model for classification clickbaits from genuine article headlines. Background: Clickbaits are online articles with deliberately designed misleading titles for luring more and more readers to open the intended web page. Clickbaits are used to tempted visitors to click on a particular link either to monetize the landing page or to spread the false news for sensationalization. The presence of clickbaits on any news aggregator portal may lead to an unpleasant experience for readers. Therefore, it is essential to distinguish clickbaits from authentic headlines to mitigate their impact on readers’ perception. Methodology: A total of one hundred thousand article headlines are collected from news aggregator sites consists of clickbaits and authentic news headlines. The collected data samples are divided into five training sets of balanced and unbalanced data. The natural language processing techniques are used to extract 19 manually selected features from article headlines. Contribution: Three ensemble learning techniques including bagging, boosting, and random forests are used to design a classifier model for classifying a given headline into the clickbait or non-clickbait. The performances of learners are evaluated using accuracy, precision, recall, and F-measures. Findings: It is observed that the random forest classifier detects clickbaits better than the other classifiers with an accuracy of 91.16 %, a total precision, recall, and f-measure of 91 %.

Zhigang WU,Yaohui ZHU, Vol.E107-D, No.11, pp.1385-1395
This article focuses on improving the BiSeNet v2 bilateral branch image segmentation network structure, enhancing its learning ability for spatial details and overall image segmentation accuracy. A modified network called “BiconvNet” is proposed. Firstly, to extract shallow spatial details more effectively, a parallel concatenated strip and dilated (PCSD) convolution module is proposed and used to extract local features and surrounding contextual features in the detail branch. Continuing on, the semantic branch is reconstructed using the lightweight capability of depth separable convolution and high performance of ConvNet, in order to enable more efficient learning of deep advanced semantic features. Finally, fine-tuning is performed on the bilateral guidance aggregation layer of BiSeNet v2, enabling better fusion of the feature maps output by the detail branch and semantic branch. The experimental part discusses the contribution of stripe convolution and different sizes of empty convolution to image segmentation accuracy, and compares them with common convolutions such as Conv2d convolution, CG convolution and CCA convolution. The experiment proves that the PCSD convolution module proposed in this paper has the highest segmentation accuracy in all categories of the Cityscapes dataset compared with common convolutions. BiConvNet achieved a 9.39% accuracy improvement over the BiSeNet v2 network, with only a slight increase of 1.18M in model parameters. A mIoU accuracy of 68.75% was achieved on the validation set. Furthermore, through comparative experiments with commonly used autonomous driving image segmentation algorithms in recent years, BiConvNet demonstrates strong competitive advantages in segmentation accuracy on the Cityscapes and BDD100K datasets.
Publication Date: 2024/11/01

Apple’s shares fell 1.7 per cent on Tuesday, a day after the US tech giant unveiled its new iPhones with AI

The new Big Ten truly comes to full bore for Maryland this weekend with its first-ever West Coast conference trip to No. 1 Oregon, bringing with it a host of logistical tweaks and challenges.

To help you navigate the messy world of streaming services availability, Next Episode has a few new features: All lists (search, browse, top/discovery charts, watchlist, track episodes) now also show streaming availability You can now filter by streaming services availability In addition, you can add the streaming services you use to My Services and filter through that as wellThis is not just for US - your country should've been automatically detected, but if not - you can easily switch it here. Basically, it should now be easier than ever to find out where your stuff is streaming and find new great shows on the streaming services you use. Our movies section will get the same treatment soon. Let me know your thoughts and as always - if you appreciate my efforts here - consider getting Premium. Thank you!

On Sept. 17, JLG introduced new features for its ES electric scissor lifts, E18 vertical lifts and E18 stock picker, including standard AC drive motors, lithium-ion battery options and a range-extending genset charging option.

HOK designed the Institute for Specialized Medicine & Intervention’s new clinic in Quebec as a spa-like experience for underserved patients. Supporting this modern, comforting, healing environment, HOK specified Rockfon Medical Plus acoustic stone wool ceiling panels for all of ISMI’s treatment rooms.

Mecanoo and Beyer Blinder Belle designed The New York Public Library’s completely renovated Stavros Niarchos Foundation Library. The design team selected Rockfon Alaska acoustic stone wool ceiling panels to create a cohesive, timeless appearance while providing best-level sound absorption and sustainability benefits.

Longtime Rockfon partner Sesco Group designed and renovated its boardroom to feature Rockfon’s Mono Acoustic ceiling system – the first installation of the product in Ontario, Canada.

Bon’s line of contractor-grade hand tools and materials for the building trades has been expanded to nearly 6,000 products and includes more than 200 new items in the company’s 2013 Master Catalog.

Washington – A recently released OSHA fact sheet on preventing amputations from food slicers and meat grinders incorporates findings from the agency’s new injury reporting requirements.

For Thomas Marino, president of Advanced Technologies, Baton Rouge, La., “green” projects were nothing new. He had done projects that involved low-power, solar or other green elements. But when he ran into local attorney Joe Simmons at a trade show, the extremely environmentally conscious lawyer asked him to do the security and home automation for the custom home he was building. The home was new construction in a community of older homes and would feature as many green elements as possible, from the material in the countertops to the security and audio elements.

ASSA ABLOY Global Solutions — Critical Infrastructure (Booth #8101) is showcasing its robust ALWIN security management software as part of a total access management solution for critical infrastructure customers in the U.S. at ISC West.

Washington – OSHA has updated an online tool aimed at teaching small-business owners and workers how to locate workplace hazards.

The “Editor’s Choice” and more new products and solutions as described by manufacturers.

This enables the ability to integrate Google Nest products with ClareOne empowers its partners to deliver comprehensive home automation and security through an intuitive unified touchscreen with the ability to add automations.

Latch CEO Jamie Siminoff presented a virtual reveal event on June 4, during which he explained how the app combines the technology and unique data of each building to serve timely and relevant information to residents and property managers.  

Additionally, LenelS2 is offering new, cost-effective ways to transition to its Elements cloud-based solution. LenelS2 is a part of Carrier Global Corp., global provider of intelligent climate and energy solutions.

HGTV show “100 Day Hotel Challenge” features the renovation of two North Carolina beachside hotels in just three months – and they chose Karndean LVT for the jobs.

The post PBS Hawaiʻi documentary features social activist UH’s McElrath was curated by information for practice.

We’ve been hearing a lot about Ukraine recently. From where it is on the map to its debunked involvement in the 2016 election. Even so, photographer Joseph Sywenkyj says we’ve heard very little about the people of Ukraine.

Single-particle cryo-electron microscopy has become a widely adopted method in structural biology due to many recent technological advances in microscopes, detectors and image processing. Before being able to inspect a biological sample in an electron microscope, it needs to be deposited in a thin layer on a grid and rapidly frozen. The VitroJet was designed with this aim, as well as avoiding the delicate manual handling and transfer steps that occur during the conventional grid-preparation process. Since its creation, numerous technical developments have resulted in a device that is now widely utilized in multiple laboratories worldwide. It features plasma treatment, low-volume sample deposition through pin printing, optical ice-thickness measurement and cryofixation of pre-clipped Autogrids through jet vitrification. This paper presents recent technical improvements to the VitroJet and the benefits that it brings to the cryo-EM workflow. A wide variety of applications are shown: membrane proteins, nucleosomes, fatty-acid synthase, Tobacco mosaic virus, lipid nanoparticles, tick-borne encephalitis viruses and bacteriophages. These case studies illustrate the advancement of the VitroJet into an instrument that enables accurate control and reproducibility, demonstrating its suitability for time-efficient cryo-EM structure determination.

A host–guest supra­molecular inclusion complex was obtained from the co-crystallization of A1/A2-bromo­but­oxy-hy­droxy difunctionalized pillar[5]arene (PilButBrOH) with adipo­nitrile (ADN), C47H53.18Br0.82O10·C6H8N2. The adipo­nitrile guest is stabilized within the electron-rich cavity of the pillar[5]arene host via multiple C—H⋯O and C—H⋯π inter­actions. Both functional groups on the macrocyclic rim are engaged in supra­molecular inter­actions with an adjacent inclusion complex via hydrogen-bonding (O—H⋯N or C—H⋯Br) inter­actions, resulting in the formation of a supra­molecular dimer in the crystal structure.

A selection of sweet and savory IHOP favorites join biscuits and pumpkin spice on its menu.

Ease of cleaning, maintenance and access, as well as the ability to produce a wider variety of items, are among the top desires of companies looking to purchase dough laminators and sheeters for production of snack foods and baked goods.

The item features a vanilla sugar cookie filled with strawberry jam and topped with Pop-Tarts Crunchy Poppers.

G6 will be on display at a global marketing roadshow at both the National Safety Council (NSC) Safety Congress & Expo in New Orleans from October 23-35, and A+A in Dusseldorf, Germany from October 24-27.

On a Tuesday afternoon, you send a maintenance contractor out to a remote station to perform a routine check on some of your equipment. Your contractor drives out to the nearest access road, parks his truck, and walks over to the site. When he gets there, his personal gas monitor alerts him to high levels of dangerous gases...

Many devices, including gas detectors, have connectivity features designed to transfer information from a lone worker back to safety personnel on site. Although connectivity features are a tremendous step forward, not all lone worker solutions deliver the protection they need.

Parker will discuss OSHA's latest activities before taking questions from attendees and media members.

The leading AI storyboard generator adds all features of online storyboarding tools

The Latest in the Ride-Hailing Technology

Join GD on March 20, 2024 at 1 P.M. East to learn all about the CAREpoint 3 Emergency Department Workstation through our virtual Learn & Connect Event.

Nibav Lifts Launches Innovative Series 4 Home Lifts

In Pangyo Techno Valley Start-up campus, I sat down with CMO Brina from Analogue Plus to listen to an explanation of "CRNK," which combined IoT with a safety helmet.

The leading iPhone unlocking brand Passvers has recently announced a new version of Passvers iPhone Unlocker, bringing more powerful features and providing users an easy way to deal with all kinds of iOS locking issues with simple clicks.

The power of prayer will be amplified using sound frequencies from gongs and singing bowls, causing a measurable, palpable healing effect at a cellular level. Science meets consciousness healing December 8th.

Lightweight, convenient, and portable, ZZIM NANG is your very own far infrared dry sauna!

articy:draft X, the narrative design tool used by game studios worldwide just launched a new update adding new features for faster and more streamlined scripting.

As a former teacher of special needs children, Sharpe has direct experience regarding the effect bullying has on children. Her award-winning, bestselling books help readers find hope, inspiration and gratitude.

Meet your new kitten at HSSV's Milpitas Animal Community Center Saturday and Sunday; kittens also named after local news anchors

Effortlessly open doors with a tap of a finger or elbow with this barrier free door knob. Childproof design and DIY installation.