SYSTEM FOR PREDICTING ANTI-TUBERCULAR PEPTIDES FROM SEQUENCE INFORMATION USING DIVERGENCE MEASURE-BASED INTUITIONISTIC FUZZY-ROUGH FEATURE SELECTION

    公开(公告)号:AU2021101340A4

    公开(公告)日:2021-05-13

    申请号:AU2021101340

    申请日:2021-03-16

    Abstract: The present disclosure relates to a system and method for predicting anti-tubercular peptides from sequence information using divergence measure-based intuitionistic fuzzy rough feature selection. The method includes extracting different sequence features by using iFeature web server; obtaining optimal features by using a novel divergence measure based intuitionistic fuzzy rough sets assisted feature selection technique. Furthermore, an attempt has been made to develop models using different machine learning techniques for enhancing the prediction of anti-tubercular (or anti-mycobacterial peptides) with other antibacterial peptides (ABP) as well non-antibacterial peptides (non-ABP). Moreover, the best prediction result is obtained by vote-based classifier. Finally, we have evaluated the performances of different machine learning techniques by using the reduced training sets as produced by our proposed feature selection technique as well as already existing intuitionistic fuzzy rough set based and ensemble feature selection technique. Database102 FeatureExtraction Module104 FeatureVector106 FeatureSelection Module108 Vote-Based classifier Figure 200> creating a primary dataset consisting of 492 instances and 953 features and secondarydatasets consistingof 492 instances and 953 features by extracting various features from positive and negative datasets extractingfeatures, such as amino acid composition, pseudoamino acid composition, dipeptide composition, binary, conjoint triad, composition/transition/distribution, grouped dipeptide composition, quasi-sequence A'204 order,aminoacidindex ir an correlation,andgroupedtripeptidecompositionfromprimaryaswellas secondarydatasets by using Ftweb server creatinga comprehensive and appropriate feature vector using extracted features that reflectsthe essential 206 correlation with the desired target to develop a powerful predictor seI ectingmost informative features by removing irrelevant and/or redundantfeaturesfrom the extracted 208 features by using a nove divergence measure based intuitionistic fuzzy rough sets assisted feature selection technique predictinganti-tubercularpeptides(oranti-mycobacterialpeptides)withotherantibacterialpeptides(ABP)as well non-antibacterial peptides (non-ABP) using a vote-based classifier inamachine learning model equipped withdifferentmachinelearningtechniques Figure 2

    Soil Anchor Footing
    5.
    发明专利

    公开(公告)号:AU2013200425B2

    公开(公告)日:2016-07-28

    申请号:AU2013200425

    申请日:2013-01-27

    Inventor: ARYA ANOOP KUMAR

    Abstract: The present invitation relates to a soil anchor footing supporting system within the ground surface to support steel or concrete column, brick or block wall, 5 light post, sign post, substation equipment, pre-cast panel, retaining wall etc. It comprises of a footing slab (2) made of concrete; plurality of deformed steel bars (1) or fiber reinforced polymer (FRP) bars embedded in the lower surface of the concrete slab (2) and plurality of anchor bolts (4) or reinforcing starter bars which are embedded into upper surface of concrete slab (2) to suit steel or concrete 10 column. The bars, which act as mini piles, are configured for ground penetration and a concrete slab is cast on top to encase all the bars and is capable of holding desired loads. These footings can be cast-in-situ type where the bars are pushed into ground (3) individually or in groups and concrete slab is cast on top, or it can be pre-cast type where, the whole footing is pushed into ground using pile driving 15 equipment or mobile press. .%row%9 9 9 FIGURE,4

    SOIL ANCHOR FOOTING
    6.
    发明专利

    公开(公告)号:AU2016204352A1

    公开(公告)日:2016-07-14

    申请号:AU2016204352

    申请日:2016-06-24

    Inventor: ARYA ANOOP KUMAR

    Abstract: SOIL ANCHOR FOOTING Abstract The present invention relates to a soil anchor footing slab assembly that includes a precast footing slab and a two-dimensional pattern of anchor bars extending downwardly from the footing slab. The anchor bars are pushed into the ground by hammering, pile driving or hydraulic pressing, providing immediate stability. :4 ~ ~ .4 *1 4 ~ 4 * ~ . novaE I ( ~&C'gC' X.tUCC "'45 .9,9StC' -C '* S ~ ~ 1 2 ii flGtTIw2

    WIRELESS PACKET DATA TRANSMISSION SYSTEM WITH SIGNAL VALIDITY DETECTOR
    7.
    发明申请
    WIRELESS PACKET DATA TRANSMISSION SYSTEM WITH SIGNAL VALIDITY DETECTOR 审中-公开
    带有信号有效性检测器的无线分组数据传输系统

    公开(公告)号:WO2011070537A2

    公开(公告)日:2011-06-16

    申请号:PCT/IB2010/055728

    申请日:2010-12-10

    CPC classification number: H03M5/12 H03M13/09 H04L1/0047 H04L1/0052 H04L1/0061

    Abstract: The application provides a receiver device (40) of a data packet communication network (13). The receiver device (40) comprises a receiver unit, a decoder unit (40) and, a data validity module. The receiver unit receives data packets. The decoder unit (40) decodes the received data packets. The data validity module comprises a data validity unit (37) and a data validity controller unit (39). The data validity unit (37) generates data validity information of the received data packet. The data validity controller unit (39) is connected with the decoder unit (40) and causes the decoder unit (40) to abort the decoding of the data packet if the data validity information indicates that the data packet is invalid.

    Abstract translation: 本申请提供了数据分组通信网络(13)的接收器设备(40)。 接收器设备(40)包括接收器单元,解码器单元(40)和数据有效性模块。 接收器单元接收数据包。 解码器单元(40)解码接收到的数据分组。 数据有效性模块包括数据有效性单元(37)和数据有效性控制单元(39)。 数据有效性单元(37)生成接收到的数据分组的数据有效性信息。 数据有效性控制器单元(39)与解码器单元(40)连接,并且如果数据有效性信息指示数据包无效,则使解码器单元(40)中止对数据包的解码。

    WIRELESS PACKET DATA TRANSMISSION SYSTEM WITH SIGNAL VALIDITY DETECTOR
    8.
    发明申请
    WIRELESS PACKET DATA TRANSMISSION SYSTEM WITH SIGNAL VALIDITY DETECTOR 审中-公开
    具有信号有效性检测器的无线分组数据传输系统

    公开(公告)号:WO2011070537A3

    公开(公告)日:2011-12-01

    申请号:PCT/IB2010055728

    申请日:2010-12-10

    CPC classification number: H03M5/12 H03M13/09 H04L1/0047 H04L1/0052 H04L1/0061

    Abstract: The application provides a receiver device (40) of a data packet communication network (13). The receiver device (40) comprises a receiver unit, a decoder unit (40) and, a data validity module. The receiver unit receives data packets. The decoder unit (40) decodes the received data packets. The data validity module comprises a data validity unit (37) and a data validity controller unit (39). The data validity unit (37) generates data validity information of the received data packet. The data validity controller unit (39) is connected with the decoder unit (40) and causes the decoder unit (40) to abort the decoding of the data packet if the data validity information indicates that the data packet is invalid.

    Abstract translation: 该应用提供数据分组通信网络(13)的接收机设备(40)。 接收机设备(40)包括接收机单元,解码器单元(40)和数据有效性模块。 接收器单元接收数据包。 解码器单元(40)对接收到的数据分组进行解码。 数据有效性模块包括数据有效性单元(37)和数据有效性控制单元(39)。 数据有效性单元(37)生成接收到的数据分组的数据有效性信息。 如果数据有效性信息指示数据分组无效,则数据有效性控制器单元(39)与解码器单元(40)连接,并使解码器单元(40)中止数据分组的解码。

    METHOD AND SYSTEM FOR AUTOMATIC LOGGING OF FLIGHT-HOUR DATA OF COMPONENTS IN AIRCRAFTS

    公开(公告)号:WO2011070536A3

    公开(公告)日:2011-06-16

    申请号:PCT/IB2010/055726

    申请日:2010-12-10

    Abstract: The application provides a component flight-hour updating module (10) of an aircraft. The module comprises at least one Radio Frequency Identifier (RFID) tag (16; 54) being attached to at least one component (15) and a component flight-hour updating device. The RFID tag (16; 54) stores component flight-hour information. The component flight-hour updating device (21) comprises an RFID antenna, a first port, a memory unit, a processor unit, and a second port. The RFID antenna is communicatively connected to the RFID tag (16; 54) to retrieve the component flight-hour information. The first port is for communicatively connecting to an onboard flight-hour measurement device to retrieve aircraft flight-hour information. The memory unit stores the component flight-hour information and the aircraft flight- hour information. The processor unit determines updated component flight-hour information using the stored component flight-hour information and the stored aircraft flight-hour information. The RFID antenna also stores the updated component flight-hour information in the RFID tag (16; 54). The second port is communicatively connected to a device for displaying the at least one updated component flight-hour information.

    PROCESS OF MAKING ALUMINIUM OXIDE COATED ALUMINIUM
    10.
    发明申请
    PROCESS OF MAKING ALUMINIUM OXIDE COATED ALUMINIUM 审中-公开
    制造氧化铝涂层铝的工艺

    公开(公告)号:WO2005095665A1

    公开(公告)日:2005-10-13

    申请号:PCT/IB2004/001001

    申请日:2004-03-31

    CPC classification number: C23C8/02 C23C8/10

    Abstract: The present invention describes a process of making aluminium oxide coated aluminium. The novelty of this process lies in the fact that coating thickness can be easily tailored by minor adjustments of the processing parameters. In addition to this, the method is advantageous in terms of simplicity, cost-effectiveness and varied coating microstructure. Various potential applications of the present invention include aerospace, automotive, marine, electrical and construction industries wherein corrosion, oxidation, electrical or thermal resistance of the aluminium components may be improved by using aluminium oxide coating.

    Abstract translation: 本发明描述了制造氧化铝涂覆的铝的方法。 这个过程的新颖之处在于涂层厚度可以通过对加工参数的微小调整而轻松地进行调整。 除此之外,该方法在简单性,成本效益和不同涂层微观结构方面是有利的。 本发明的各种潜在应用包括航空航天,汽车,海洋,电气和建筑行业,其中通过使用氧化铝涂层可以改善铝组分的腐蚀,氧化,电或耐热性。

Patent Agency Ranking