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. Existing methods mainly treat file fragments as 1d byte signals and utilize the captured inter-byte features for classification, while the bit information within bytes, i.e., intra-byte information, is seldom considered. …”
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Human amplification of secondary earthquake hazards through environmental modifications by Hill, Emma M., McCaughey, Jamie W., Switzer, Adam D., Lallemant, David, Wang, Yu, Sathiakumar, Sharadha

“…For example, landslides were mainly triggered on deforested slopes after the 2010 and 2021 Haiti earthquakes. …”
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Development of the polyglot Asian medicine knowledge graph system by Khoo, Christopher S. G., Stanley-Baker, Michael, Faizah Binte Zakaria, Chen, Jinju, Ang, Shaun Qiao Rou, Huang, Bo

“…The current coverage of the database is mainly traditional Chinese medicines with some Malay and Indonesian data, with plans to extend to other Southeast Asian communities. …”
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A joint learning method with consistency-aware for low-resolution facial expression recognition by Xie, Yuanlun, Tian, Wenhong, Song, Liang, Xue, Ruini, Zha, Zhiyuan, Wen, Bihan

“…Existing facial expression recognition (FER) methods are mainly devoted to learning discriminative features from high-resolution images. …”
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Selective photoelectrochemical oxidation of glycerol to glyceric acid on (002) facets exposed WO3 nanosheets by Xiao, Yonghao, Wang, Mengran, Liu, Dong, Gao, Jiajian, Ding, Jie, Wang, Huan, Yang, Hong Bin, Li, Fuhua, Chen, Mengxin, Xu, Yangsen, Xu, Danyun, Zhang, Yun-Xiao, Fang, Shaofan, Ao, Xin, Wang, Jingyu, Su, Chenliang, Liu, Bin

“…Compared to (200) facets exposed WO3 , a combination of experiments and theoretical calculations indicates that the superior performance of selective glycerol oxidation mainly originates from the better charge separation and prolonged carrier lifetime resulted from the plenty of surface trapping states, lower energy barrier of the glycerol-to-GLYA reaction pathway, more abundant active sites and stronger oxidative ability of photogenerated holes on the (002) facets exposed WO3 . …”
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Distributed In-Memory Computing on Binary RRAM Crossbar by Ni, Leibin, Huang, Hantao, Liu, Zichuan, Joshi, Rajiv V., Yu, Hao

“…However, the existing RRAM crossbar--based computing is mainly assumed as a multilevel analog computing, whose result is sensitive to process nonuniformity as well as additional overhead from AD-conversion and I/O. …”
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Distributed In-Memory Computing on Binary Memristor-Crossbar for Machine Learning by Yu, Hao, Ni, Leibin, Huang, Hantao

“…However, the existing memristor-crossbar based computing is mainly assumed as a multi-level analog computing, whose result is sensitive to process non-uniformity as well as additional overhead from AD-conversion and I/O. …”
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A Review of Oxytocin and Arginine-Vasopressin Receptors and Their Modulation of Autism Spectrum Disorder by Cataldo, Ilaria, Azhari, Atiqah, Esposito, Gianluca

“…Furthermore, variants in the adjacent oxytocin-vasopressin gene regions have been found to be associated with ASD diagnosis and endophenotypes. This review focuses mainly on common OXTr single nucleotide polymorphisms (SNPs), AVPR1a microsatellites and AVPR1b polymorphisms in relation to the development of autism. …”
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Socio-demographic characteristics and clinical profile of suicide attempters attending the Emergency Department at a Tertiary Care Hospital in Oman: a retrospective study by Al Khatri, Mahmood, Al Huseini, Salim, Almaqbali, Mandhar, Cucchi, Angie, Al-Saadi, Alkhatib, Al Farsi, Abdulmunim, Jose, Sachin, Al-Sibani, Nasser, Al-Adawi, Samir

“…The most common method used in the suicide attempt was drug overdose (48.1%) and mainly paracetamol (40%). Significant gender differences emerged to precipitating factors, a history of substance misuse, and methods of suicide. …”
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A Coxsackievirus B1-mediated nonlytic extracellular vesicle-to-cell mechanism of virus transmission and its possible control through modulation of EV release by Jorfi, Samireh, Ansa-Addo, Ephraim A., Mariniello, Katia, Warde, Purva, Bin Senian, Ahmad Asyraf, Stratton, Dan, Bax, Bridget E., Levene, Michelle, Lange, Sigrun, Inal, Jameel

“…Like most non-enveloped viruses, CVB1 mainly uses cell lysis to spread. Details of a nonlytic virus transmission remain unclear. …”
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“It is a kind of freedom that entrepreneurship provides you”: Female Recipient Remittance Recipients’ entrepreneurship journey in Nepal by Dhakal Adhikari, Shovita, Basnet, Subuna

“…While patriarchal values and beliefs were the biggest obstacles to achieving success in business for left-behind women, migrant returnees faced different challenges, mainly reintegration back into society, and a lack of support. …”
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Investigating the neural substrates of Chinese character processing by Wu, Chiao-Yi

“…The research framework consisted of two levels: direct and converging evidence, through three lines of investigations. Study 1 and Study 2 provided direct evidence of the neural mechanisms for Chinese character processing. …”
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Instrumentation optimisation for unicompartmental knee replacement by Arthur, LW

“…Cementless OUKRs (1/15) had fewer tibial radiolucent lines compared to cemented (6/14) at 10 years.</p> <p>Bearing fractures, because of excessive polyethylene wear, have been reported with the Phase III OUKR. …”

Product expansions of q-character polynomials by Balachandran, Adithya, Gadish, Nir, Huang, Andrew, Sun, Siwen

“…Our calculations seem to exhibit several unexpected patterns. Mainly, we conjecture that certain indecomposable statistics generate the whole ring and indeed prove this for statistics associated with matrices consisting of up to 2 Jordan blocks. …”
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Comment to U.S Copyright Office on Data Provenance and Copyright by Mahari, Robert, Shayne, Longpre, Donewald, Lisette, Polozov, Alan, Pentland, Alex 'Sandy', Lipsitz, Ari

“…Less attention, however, has been paid to supervised datasets, which we define as datasets containing data created for the sole purpose of training machine learning models (mainly for finetuning and alignment). Supervised datasets may likely contain copyrightable contributions from the dataset creators in the form of annotations. …”
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Filter Bubble or Homogenization? Disentangling the Long-Term Effects of Recommendations on User Consumption Patterns by Anwar, Md Sanzeed, Schoenebeck, Grant, Dhillon, Paramveer S.

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Implications for spatial non-stationarity and the neighborhood effect averaging problem (NEAP) in green inequality research: evidence from three states in the USA by Gyanwali, Sophiya, Karki, Shashank, Jang, Kee M., Crawford, Tom, Zhang, Mengxi, Kim, Junghwan

“…Moreover, previous studies focused mainly on large-sized cities while overlooking other areas, such as small-sized cities and rural neighborhoods. …”
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Renewable energy integration into smart grids : problems and solutions — Singapore experience by Koh, Leong Hai, Tan, Yen Kheng, Wang, Peng, Tseng, King Jet

“…Singapore being a city state with 712.4km2, 5.183million people, S$59,813 Gross Domestic Product (GDP) per capital, population density of 7,126 per square kilometer [1] and limited natural resources, identified her GHG emission as carbon dioxide (CO2) mainly from combustion of fossil fuels and natural gas to generate energy meeting development and human needs. …”
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Active mobility device parking characteristics at MRT stations by Ng, Yi Shien

“…The results of this project indicate that indiscriminate parking is mainly due to insufficient parking infrastructure, deadstock of unused AMDs occupying parking spaces, users parking wherever convenient, lack of awareness on the use of yellow boxes, lack of clear government regulations, and the bird excrement issue. …”
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Autonomous ships : evolution or revolution? by Keh, Cassandra Xiao Ting

“…It offers information on the economic advantages of autonomous vessels. Mainly, the findings reflect an economic potential. …”
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