Image representation and deep inception-attention for file-type and malware classification by Wang, Yi, Wu, Kejun, Liu, Wenyang, Yap, Kim-Hui, Chau, Lap-Pui

“…File-type classification aims to recognize the file types of files/fragments without file-system metadata, which is essential for memory forensics and data recovery. …”
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Dataset for 'Quantitative CEST Imaging of Amide Proton Transfer in Acute Stroke': MAT files for figures of quantitative results by Msayib, Y

“…The processed data for figures 2 to 7 were stored using Matlab as MAT files in November 2017. The raw clinical data cannot be made freely available due to them being of an ethically sensitive nature - please contact James Kennedy (james.kennedy@rdm.ox.ac.uk) for enquiries regarding them. …”

A byte sequence is worth an image: CNN for file fragment classification using bit shift and n-gram embeddings by Liu, Wenyang, Wang, Yi, Wu, Kejun, Yap, Kim-Hui, Chau, Lap-Pui

“…File fragment classification (FFC) on small chunks of memory is essential in memory forensics and Internet security. …”
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Collection and analysis on data from Drugs.com by Aw, Teng Teng

“…In this report, Scrapy, is a web scraper, which will be used to extract data from Drugs.com. Scrapy is a framework, done in Python and the outputs will be saved in JSON files. …”
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Genomic profiling of mycobacterium tuberculosis strains, Myanmar by Aung, Htin Lin, Nyunt, Wint Wint, Fong, Yang, Biggs, Patrick J., Winkworth, Richard C., Lockhart, Peter J., Yeo, Tsin Wen, Hill, Philip C., Cook, Gregory M., Aung, Si Thu

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AI is a viable alternative to high throughput screening: a 318-target study by Wallach, Izhar, Bernard, Denzil, Nguyen, Kong, Ho, Gregory, Morrison, Adrian, Stecula, Adrian, Rosnik, Andreana, O’Sullivan, Ann Marie, Davtyan, Aram, Samudio, Ben, Thomas, Bill, Worley, Brad, Butler, Brittany, Laggner, Christian, Thayer, Desiree, Moharreri, Ehsan, Friedland, Greg, Truong, Ha, van den Bedem, Henry, Ng, Ho Leung, Stafford, Kate, Sarangapani, Krishna, Giesler, Kyle, Ngo, Lien, Mysinger, Michael, Ahmed, Mostafa, Anthis, Nicholas J., Henriksen, Niel, Gniewek, Pawel, Eckert, Sam, de Oliveira, Saulo, Suterwala, Shabbir, PrasadPrasad, Srimukh Veccham Krishna, Shek, Stefani, Contreras, Stephanie, Hare, Stephanie, Palazzo, Teresa, O’Brien, Terrence E., Van Grack, Tessa, Williams, Tiffany, Chern, Ting-Rong, Kenyon, Victor, Lee, Andreia H., Cann, Andrew B., Bergman, Bastiaan, Anderson, Brandon M., Cox, Bryan D., Warrington, Jeffrey M., Sorenson, Jon M., Goldenberg, Joshua M., Young, Matthew A., DeHaan, Nicholas, Pemberton, Ryan P., Schroedl, Stefan, Abramyan, Tigran M., Gupta, Tushita, Mysore, Venkatesh, Presser, Adam G., Ferrando, Adolfo A., Andricopulo, Adriano D., Ghosh, Agnidipta, Ayachi, Aicha Gharbi, Mushtaq, Aisha, Shaqra, Ala M., Toh, Alan Kie Leong, Smrcka, Alan V., Ciccia, Alberto, de Oliveira, Aldo Sena, Sverzhinsky, Aleksandr, de Sousa, Alessandra Mara, Agoulnik, Alexander I., Kushnir, Alexander, Freiberg, Alexander N., Statsyuk, Alexander V., Gingras, Alexandre R., Degterev, Alexei, Tomilov, Alexey, Vrielink, Alice, Garaeva, Alisa A., Bryant-Friedrich, Amanda, Caflisch, Amedeo, Patel, Amit K., Rangarajan, Amith Vikram, Matheeussen, An, Battistoni, Andrea, Caporali, Andrea, Chini, Andrea, Ilari, Andrea, Mattevi, Andrea, Foote, Andrea Talbot, Trabocchi, Andrea, Stahl, Andreas, Herr, Andrew B., Berti, Andrew, Freywald, Andrew, Reidenbach, Andrew G., Lam, Andrew, Cuddihy, Andrew R., White, Andrew, Taglialatela, Angelo

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Cyclic routing of unmanned aerial vehicles by Lim, Cheng Siang

“…During experimentations, data about the performance of the algorithm was collected by having it run several times per test case. The raw output was saved in MS Excel files, and subsequently, processed and presented in tables and graphs for analysis. …”
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Analysis of New York City traffic speed data set by Le, Duy Anh

“…Each raw data file consists of sensor location (id), traffic speed and travel time on a particular day. …”
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Immune Checkpoint Blockade sensitivity and Progression-Free Survival associates with baseline CD8+ T cell clone size and cytotoxicity by Watson, R, Tong, O, Taylor, C, Kumar Sharma, P, Verge De Los Aires, A, Mahe, E, Ruffieux, H, Nassiri, I, Middleton, M, Fairfax, B

“…The cells contained within the expression matrices and Seurat objects have undergone full pre-processing and QC steps and are used for the analysis and figures in the linked manuscript. For raw data, please refer to the FASTQ files which have been deposited in the European Genome–phenome Archive, which is hosted by the European Bioinformatics Institute and the Centre for Genomic Regulation (accession no. …”

Data for the ‘Orchid Observers’ project by Shuttleworth, S, O’Donnell, J, Lintott, C, Tweddle, J

“…As of November 2018, two files from Orchid Observers had been deposited, both containing raw data from Zooniverse (milkman data) which is unedited and non-annotated. …”

Pathogen diversity and antimicrobial resistance transmission of Salmonella enterica serovars Typhi and Paratyphi A in Bangladesh, Nepal, and Malawi: a genomic epidemiological study... by Dyson, ZA, Ashton, PM, Khanam, F, Chunga Chirambo, A, Shakya, M, Meiring, JE, Tonks, S, Karkey, A, Msefula, C, Clemens, JD, Dunstan, SJ, Baker, S, Dougan, G, Pitzer, VE, Basnyat, B, Qadri, F, Heyderman, RS, Gordon, MA, Holt, KE, Pollard, AJ, STRATAA Study Group

“…</p> <br> <p><strong>Funding:</strong> Wellcome Trust, Bill &amp; Melinda Gates Foundation, EU Horizon 2020, and UK National Institute for Health and Care Research.…”

Digitised, searchable Holle List in Stokhof (1980) by Rajeg, GPW

“…The NBL has been made interactive as a webpage with further details at https://engganolang.github.io/digitised-holle-list/ The raw tab-separated text file was created via OCR-ing the PDF scanned. …”

Modular Titratable Polypills for Personalized Medicine and Simplification of Complex Medication Regimens by Karavasili, Christina, Babaee, Sahab, Kutty, Shruti, Chu, Jacqueline N., Min, Seokkee, Fitzgerald, Nina, Morimoto, Joshua, Inverardi, Nicoletta, Traverso, Giovanni

“…To fill the existing gap in drug dose personalization and simplification of complex medication regimens commonly encountered in the treatment of cardiovascular disease, tuberculosis, and tapering of corticosteroid therapy, a modular titratable polypill approach that simultaneously addresses both aspects is proposed. …”
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Supporting data for "Thermomechanical coupling during large strain deformation of polycarbonate: Experimental study" by Song, P, Chapman, D, Graham, A, Trivedi, A, Siviour, C

“…</p> <p>Information about file formats is given in the dataset.</p>…”

Kamus bahasa enggano by Rajeg, GPW, Hemmings, C, Sangian, EZ, Wijaya, D, Arka, IW

“…The repository for the source R codes to process the raw data (.flextext and .lift from FLEx) into a FLEx-compatible, Standard Format Marker (SFM) file is available at https://github.com/engganolang/eno-flex…”

Diffusion MRI fibre orientation dispersion estimates evaluated with polarized light imaging and histological analysis by Mollink, J, Kleinnijenhuis, M, Pallebage-Gamarallage, M

“…More information about the data can be found in the README.txt file.…”

Delay-and-pay: prolonging pharmaceutical patent protection without paying the ‘price’ by Foss-Solbrekk, K

“…<p>This thesis argues that actors use the patent system as part of a ‘delay-and-pay’ strategy to preserve drug prices for as long as possible by delaying generic/biosimilar market entry – and that they have a significant incentive to do so. …”

Correction of errors in tandem mass spectrum extraction enhances phosphopeptide identification by Hao, Piliang, Ren, Yan, Sze, Siu Kwan, Tam, James P.

“…We evaluated five free and two commercial extraction tools using Mascot and phosphoproteomics raw data from LTQ FT Ultra, in which RawXtract 1.9.9.2 identified the highest number of unique phosphopeptides (peptide expectation value <0.05). …”
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Composite material production of nonmetallic printed circuit board waste with recycled high density polyethylene by Muniyandi, Shantha Kumari

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IMDB movie data visualization by Su, Wai Myo.

“…In this report, a visualization project of movie data from IMDb website downloaded in text file by a group of NTU senior students as part of their project, is discussed. …”
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