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Social Group Optimization–Assisted Kapur’s Entropy and Morphological Segmentation for Automated Detection of COVID-19 Infection from Computed Tomography Images Journal article
Cognitive Computation, 2020,Volume: 12,Issue: 5,Page: 1011-1023
Authors:  Nilanjan Dey;  V. Rajinikanth;  Simon James Fong;  M. Shamim Kaiser;  Mufti Mahmud
Favorite |  | TC[WOS]:27 TC[Scopus]:37 | Submit date:2021/03/09
Covid-19 Infection  Ct Scan Image  Fused Feature Vector  Knn Classifier  Segmentation And Detection Accuracy  
Fuzzy KNN Method With Adaptive Nearest Neighbors Journal article
IEEE Transactions on Cybernetics, 2020
Authors:  Bian,Zekang;  Vong,Chi Man;  Wong,Pak Kin;  Wang,Shitong
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09
Decision tree  fuzzy k-nearest-neighbor method (FKNN)  nearest neighbors  sparse representation/reconstruction  
Swarm Decision Table and Ensemble Search Methods in Fog Computing Environment: Case of Day-Ahead Prediction of Building Energy Demands Using IoT Sensors Journal article
IEEE Internet of Things Journal, 2019,Volume: 7,Issue: 3,Page: 2321-2342
Authors:  Tengyue Li;  Simon Fong;  Xuqi Li;  Zhihui Lu;  Amir H. Gandomi
Favorite |  | TC[WOS]:1 TC[Scopus]:2 | Submit date:2021/03/09
Data Analytics  Data Stream Mining  Fog Computing  Internet Of Things (Iot)  Swarm Decision Table (Sdt)  Smart Home  
Initial investigation of different classifiers for plant leaf classification using multiple features Conference paper
Proceedings of SPIE - The International Society for Optical Engineering, Sun Yat Sen Univ, Guangzhou, PEOPLES R CHINA, MAY 10-13, 2019
Authors:  Zhang,Qi;  Zeng,Shaoning;  Zhang,Bob
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Leaf Classification  Leaf Features  Pattern Recognition  
Intensity and Stationarity Analysis of Land Use Change Based on CART Algorithm Journal article
SCIENTIFIC REPORTS, 2019,Volume: 9
Authors:  Sang, X;  Guo, QZ;  Wu, XX;  Fu, Y;  Xie, TY;  He, CW;  Zang, JL
Favorite |  | TC[WOS]:17 TC[Scopus]:20 | Submit date:2020/01/09
A Comprehensive Pan-Cancer Molecular Study of Gynecologic and Breast Cancers Journal article
Cancer Cell, 2018,Volume: 33,Issue: 4,Page: 690-705.e9
Authors:  Berger A.C.;  Korkut A.;  Kanchi R.S.;  Hegde A.M.;  Lenoir W.;  Liu W.;  Liu Y.;  Fan H.;  Shen H.;  Ravikumar V.;  Rao A.;  Schultz A.;  Li X.;  Sumazin P.;  Williams C.;  Mestdagh P.;  Gunaratne P.H.;  Yau C.;  Bowlby R.;  Robertson A.G.;  Tiezzi D.G.;  Wang C.;  Cherniack A.D.;  Godwin A.K.;  Kuderer N.M.;  Rader J.S.;  Zuna R.E.;  Sood A.K.;  Lazar A.J.;  Ojesina A.I.;  Adebamowo C.;  Adebamowo S.N.;  Baggerly K.A.;  Chen T.-W.;  Chiu H.-S.;  Lefever S.;  Liu L.;  MacKenzie K.;  Orsulic S.;  Roszik J.;  Shelley C.S.;  Song Q.;  Vellano C.P.;  Wentzensen N.;  Caesar-Johnson S.J.;  Demchok J.A.;  Felau I.;  Kasapi M.;  Ferguson M.L.;  Hutter C.M.;  Sofia H.J.;  Tarnuzzer R.;  Wang Z.;  Yang L.;  Zenklusen J.C.;  Zhang J.J.;  Chudamani S.;  Liu J.;  Lolla L.;  Naresh R.;  Pihl T.;  Sun Q.;  Wan Y.;  Wu Y.;  Cho J.;  DeFreitas T.;  Frazer S.;  Gehlenborg N.;  Getz G.;  Heiman D.I.;  Kim J.;  Lawrence M.S.;  Lin P.;  Meier S.;  Noble M.S.;  Saksena G.;  Voet D.;  Zhang H.;  Bernard B.;  Chambwe N.;  Dhankani V.;  Knijnenburg T.;  Kramer R.;  Leinonen K.;  Miller M.;  Reynolds S.;  Shmulevich I.;  Thorsson V.;  Zhang W.;  Akbani R.;  Broom B.M.;  Ju Z.;  Li J.;  Liang H.;  Ling S.;  Lu Y.;  Mills G.B.;  Ng K.-S.;  Ryan M.;  Wang J.;  Weinstein J.N.;  Zhang J.;  Abeshouse A.;  Armenia J.;  Chakravarty D.;  Chatila W.K.;  de Bruijn I.;  Gao J.;  Gross B.E.;  Heins Z.J.;  Kundra R.;  La K.;  Ladanyi M.;  Luna A.;  Nissan M.G.;  Ochoa A.;  Phillips S.M.;  Reznik E.;  Sanchez-Vega F.;  Sander C.;  Schultz N.;  Sheridan R.;  Sumer S.O.;  Sun Y.;  Taylor B.S.;  Anur P.;  Peto M.;  Spellman P.;  Benz C.;  Stuart J.M.;  Wong C.K.;  Hayes D.N.;  Parker J.S.;  Wilkerson M.D.;  Ally A.;  Balasundaram M.;  Brooks D.;  Carlsen R.;  Chuah E.;  Dhalla N.;  Holt R.;  Jones S.J.M.;  Kasaian K.;  Lee D.;  Ma Y.;  Marra M.A.;  Mayo M.;  Moore R.A.;  Mungall A.J.;  Mungall K.;  Sadeghi S.;  Schein J.E.;  Sipahimalani P.;  Tam A.;  Thiessen N.;  Tse K.;  Wong T.;  Beroukhim R.;  Cibulskis C.;  Gabriel S.B.;  Gao G.F.;  Ha G.;  Meyerson M.;  Schumacher S.E.;  Shih J.;  Kucherlapati M.H.;  Kucherlapati R.S.;  Baylin S.;  Cope L.;  Danilova L.;  Bootwalla M.S.;  Lai P.H.;  Maglinte D.T.;  Van Den Berg D.J.;  Weisenberger D.J.;  Auman J.T.;  Balu S.;  Bodenheimer T.;  Fan C.;  Hoadley K.A.;  Hoyle A.P.;  Jefferys S.R.;  Jones C.D.;  Meng S.;  Mieczkowski P.A.;  Mose L.E.;  Perou A.H.;  Perou C.M.;  Roach J.;  Shi Y.;  Simons J.V.;  Skelly T.;  Soloway M.G.;  Tan D.;  Veluvolu U.;  Hinoue T.;  Laird P.W.;  Zhou W.;  Bellair M.;  Chang K.;  Covington K.;  Creighton C.J.;  Dinh H.;  Doddapaneni H.;  Donehower L.A.;  Drummond J.;  Gibbs R.A.;  Glenn R.;  Hale W.;  Han Y.;  Hu J.;  Korchina V.;  Lee S.;  Lewis L.;  Li W.;  Liu X.;  Morgan M.;  Morton D.;  Muzny D.;  Santibanez J.;  Sheth M.;  Shinbrot E.;  Wang L.;  Wang M.;  Wheeler D.A.;  Xi L.;  Zhao F.;  Hess J.;  Appelbaum E.L.;  Bailey M.;  Cordes M.G.;  Ding L.;  Fronick C.C.;  Fulton L.A.;  Fulton R.S.;  Kandoth C.;  Mardis E.R.;  McLellan M.D.;  Miller C.A.;  Schmidt H.K.;  Wilson R.K.;  Crain D.;  Curley E.;  Gardner J.;  Lau K.;  Mallery D.;  Morris S.;  Paulauskis J.;  Penny R.;  Shelton C.;  Shelton T.;  Sherman M.;  Thompson E.;  Yena P.;  Bowen J.;  Gastier-Foster J.M.;  Gerken M.;  Leraas K.M.;  Lichtenberg T.M.;  Ramirez N.C.;  Wise L.;  Zmuda E.;  Corcoran N.;  Costello T.;  Hovens C.;  Carvalho A.L.;  de Carvalho A.C.;  Fregnani J.H.;  Longatto-Filho A.;  Reis R.M.;  Scapulatempo-Neto C.;  Silveira H.C.S.;  Vidal D.O.;  Burnette A.;  Eschbacher J.;  Hermes B.;  Noss A.;  Singh R.;  Anderson M.L.;  Castro P.D.;  Ittmann M.;  Huntsman D.;  Kohl B.;  Le X.;  Thorp R.;  Andry C.;  Duffy E.R.;  Lyadov V.;  Paklina O.;  Setdikova G.;  Shabunin A.;  Tavobilov M.;  McPherson C.;  Warnick R.;  Berkowitz R.;  Cramer D.;  Feltmate C.;  Horowitz N.;  Kibel A.;  Muto M.;  Raut C.P.;  Malykh A.;  Barnholtz-Sloan J.S.;  Barrett W.;  Devine K.;  Fulop J.;  Ostrom Q.T.;  Shimmel K.;  Wolinsky Y.;  Sloan A.E.;  De Rose A.;  Giuliante F.;  Goodman M.;  Karlan B.Y.;  Hagedorn C.H.;  Eckman J.;  Harr J.;  Myers J.;  Tucker K.;  Zach L.A.;  Deyarmin B.;  Hu H.;  Kvecher L.;  Larson C.;  Mural R.J.;  Somiari S.;  Vicha A.;  Zelinka T.;  Bennett J.;  Iacocca M.;  Rabeno B.;  Swanson P.;  Latour M.;  Lacombe L.;  Tetu B.;  Bergeron A.;  McGraw M.;  Staugaitis S.M.;  Chabot J.;  Hibshoosh H.;  Sepulveda A.;  Su T.;  Wang T.;  Potapova O.;  Voronina O.;  Desjardins L.;  Mariani O.;  Roman-Roman S.;  Sastre X.;  Stern M.-H.;  Cheng F.;  Signoretti S.;  Berchuck A.;  Bigner D.;  Lipp E.;  Marks J.;  McCall S.;  McLendon R.;  Secord A.;  Sharp A.;  Behera M.;  Brat D.J.;  Chen A.;  Delman K.;  Force S.;  Khuri F.;  Magliocca K.;  Maithel S.;  Olson J.J.;  Owonikoko T.;  Pickens A.;  Ramalingam S.;  Shin D.M.;  Sica G.;  Van Meir E.G.;  Eijckenboom W.;  Gillis A.;  Korpershoek E.;  Looijenga L.;  Oosterhuis W.;  Stoop H.;  van Kessel K.E.;  Zwarthoff E.C.;  Calatozzolo C.;  Cuppini L.;  Cuzzubbo S.;  DiMeco F.;  Finocchiaro G.;  Mattei L.;  Perin A.;  Pollo B.;  Chen C.;  Houck J.;  Lohavanichbutr P.;  Hartmann A.;  Stoehr C.;  Stoehr R.;  Taubert H.;  Wach S.;  Wullich B.;  Kycler W.;  Murawa D.;  Wiznerowicz M.;  Chung K.;  Edenfield W.J.;  Martin J.;  Baudin E.;  Bubley G.;  Bueno R.;  De Rienzo A.;  Richards W.G.;  Kalkanis S.;  Mikkelsen T.;  Noushmehr H.;  Scarpace L.;  Girard N.;  Aymerich M.;  Campo E.;  Gine E.;  Guillermo A.L.;  Van Bang N.;  Hanh P.T.;  Phu B.D.;  Tang Y.;  Colman H.;  Evason K.;  Dottino P.R.;  Martignetti J.A.;  Gabra H.;  Juhl H.;  Akeredolu T.;  Stepa S.;  Hoon D.;  Ahn K.;  Kang K.J.;  Beuschlein F.;  Breggia A.;  Birrer M.;  Bell D.;  Borad M.;  Bryce A.H.;  Castle E.;  Chandan V.;  Cheville J.;  Copland J.A.;  Farnell M.;  Flotte T.;  Giama N.;  Ho T.;  Kendrick M.;  Kocher J.-P.;  Kopp K.;  Moser C.;  Nagorney D.;  O'Brien D.;  O'Neill B.P.;  Patel T.;  Petersen G.;  Que F.;  Rivera M.;  Roberts L.;  Smallridge R.;  Smyrk T.;  Stanton M.;  Thompson R.H.;  Torbenson M.;  Yang J.D.;  Zhang L.;  Brimo F.;  Ajani J.A.;  Angulo Gonzalez A.M.;  Behrens C.;  Bondaruk J.;  Broaddus R.;  Czerniak B.;  Esmaeli B.;  Fujimoto J.;  Gershenwald J.;  Guo C.;  Logothetis C.;  Meric-Bernstam F.;  Moran C.;  Ramondetta L.;  Rice D.;  Sood A.;  Tamboli P.;  Thompson T.;  Troncoso P.;  Tsao A.;  Wistuba I.;  Carter C.;  Haydu L.;  Hersey P.;  Jakrot V.;  Kakavand H.;  Kefford R.;  Lee K.;  Long G.;  Mann G.;  Quinn M.;  Saw R.;  Scolyer R.;  Shannon K.;  Spillane A.;  Stretch J.;  Synott M.;  Thompson J.;  Wilmott J.;  Al-Ahmadie H.;  Chan T.A.;  Ghossein R.;  Gopalan A.;  Levine D.A.;  Reuter V.;  Singer S.;  Singh B.;  Tien N.V.;  Broudy T.;  Mirsaidi C.;  Nair P.;  Drwiega P.;  Miller J.;  Smith J.;  Zaren H.;  Park J.-W.;  Hung N.P.;  Kebebew E.;  Linehan W.M.;  Metwalli A.R.;  Pacak K.;  Pinto P.A.;  Schiffman M.;  Schmidt L.S.;  Vocke C.D.;  Worrell R.;  Yang H.;  Moncrieff M.;  Goparaju C.;  Melamed J.;  Pass H.;  Botnariuc N.;  Caraman I.;  Cernat M.;  Chemencedji I.;  Clipca A.;  Doruc S.;  Gorincioi G.;  Mura S.;  Pirtac M.;  Stancul I.;  Tcaciuc D.;  Albert M.;  Alexopoulou I.;  Arnaout A.;  Bartlett J.;  Engel J.;  Gilbert S.;  Parfitt J.;  Sekhon H.;  Thomas G.;  Rassl D.M.;  Rintoul R.C.;  Bifulco C.;  Tamakawa R.;  Urba W.;  Hayward N.;  Timmers H.;  Antenucci A.;  Facciolo F.;  Grazi G.;  Marino M.;  Merola R.;  de Krijger R.;  Gimenez-Roqueplo A.-P.;  Piche A.;  Chevalier S.;  McKercher G.;  Birsoy K.;  Barnett G.;  Brewer C.;  Farver C.;  Naska T.;  Pennell N.A.;  Raymond D.;  Schilero C.;  Smolenski K.;  Williams F.;  Morrison C.;  Borgia J.A.;  Liptay M.J.;  Pool M.;  Seder C.W.;  Junker K.;  Omberg L.;  Dinkin M.;  Manikhas G.;  Alvaro D.;  Bragazzi M.C.;  Cardinale V.;  Carpino G.;  Gaudio E.;  Chesla D.;  Cottingham S.;  Dubina M.;  Moiseenko F.;  Dhanasekaran R.;  Becker K.-F.;  Janssen K.-P.;  Slotta-Huspenina J.;  Abdel-Rahman M.H.;  Aziz D.;  Bell S.;  Cebulla C.M.;  Davis A.;  Duell R.;  Elder J.B.;  Hilty J.;  Kumar B.;  Lang J.;  Lehman N.L.;  Mandt R.;  Nguyen P.;  Pilarski R.;  Rai K.;  Schoenfield L.;  Senecal K.;  Wakely P.;  Hansen P.;  Lechan R.;  Powers J.;  Tischler A.;  Grizzle W.E.;  Sexton K.C.;  Kastl A.;  Henderson J.;  Porten S.;  Waldmann J.;  Fassnacht M.;  Asa S.L.;  Schadendorf D.;  Couce M.;  Graefen M.;  Huland H.;  Sauter G.;  Schlomm T.;  Simon R.;  Tennstedt P.;  Olabode O.;  Nelson M.;  Bathe O.;  Carroll P.R.;  Chan J.M.;  Disaia P.;  Glenn P.;  Kelley R.K.;  Landen C.N.;  Phillips J.;  Prados M.;  Simko J.;  Smith-McCune K.;  VandenBerg S.;  Roggin K.;  Fehrenbach A.;  Kendler A.;  Sifri S.;  Steele R.;  Jimeno A.;  Carey F.;  Forgie I.;  Mannelli M.;  Carney M.;  Hernandez B.;  Campos B.;  Herold-Mende C.;  Jungk C.;  Unterberg A.;  von Deimling A.;  Bossler A.;  Galbraith J.;  Jacobus L.;  Knudson M.;  Knutson T.;  Ma D.;  Milhem M.;  Sigmund R.;  Madan R.;  Rosenthal H.G.;  Boussioutas A.;  Beer D.;  Giordano T.;  Mes-Masson A.-M.;  Saad F.;  Bocklage T.;  Landrum L.;  Mannel R.;  Moore K.;  Moxley K.;  Postier R.;  Walker J.;  Zuna R.;  Feldman M.;  Valdivieso F.;  Dhir R.;  Luketich J.;  Mora Pinero E.M.;  Quintero-Aguilo M.;  Carlotti C.G.;  Dos Santos J.S.;  Kemp R.;  Sankarankuty A.;  Tirapelli D.;  Catto J.;  Agnew K.;  Swisher E.;  Creaney J.;  Robinson B.;  Godwin E.M.;  Kendall S.;  Shipman C.;  Bradford C.;  Carey T.;  Haddad A.;  Moyer J.;  Peterson L.;  Prince M.;  Rozek L.;  Wolf G.;  Bowman R.;  Fong K.M.;  Yang I.;  Korst R.;  Rathmell W.K.;  Fantacone-Campbell J.L.;  Hooke J.A.;  Kovatich A.J.;  Shriver C.D.;  DiPersio J.;  Drake B.;  Govindan R.;  Heath S.;  Ley T.;  Van Tine B.;  Westervelt P.;  Rubin M.A.;  Lee J.I.;  Aredes N.D.;  Mariamidze A.
Favorite |  | TC[WOS]:201 TC[Scopus]:205 | Submit date:2019/01/16
breast cancer  cervical cancer  gynecologic cancer  omics  ovarian cancer  pan-gynecologic  TCGA  The Cancer Genome Atlas  uterine cancer  uterine carcinosarcoma  
Predicting unusual energy consumption events from smart home sensor network by data stream mining with misclassified recall Journal article
Journal of Ambient Intelligence and Humanized Computing, 2018,Volume: 9,Issue: 4,Page: 1197-1221
Authors:  Simon Fong;  Jiaxue Li;  Wei Song;  Yifei Tian;  Raymond K. Wong;  Nilanjan Dey
Favorite |  | TC[WOS]:17 TC[Scopus]:34 | Submit date:2018/10/30
Iot Smart Home  Energy Prediction  Data Stream Mining  Classification  
Framework of Temporal Data Stream Mining by Using Incrementally Optimized Very Fast Decision Forest Journal article
INTERNET OF THINGS AND BIG DATA ANALYTICS TOWARD NEXT-GENERATION INTELLIGENCE, 2018,Volume: 30,Page: 483-502
Authors:  Fong, Simon;  Song, Wei;  Wong, Raymond;  Bhatt, Chintan;  Korzun, Dmitry;  Dey, N;  Hassanien, AE;  Bhatt, C;  Ashour, AS;  Satapathy, SC
Favorite |  | TC[WOS]:2 TC[Scopus]:0 | Submit date:2018/10/30
Data stream mining  Decision trees  Meta-classifiers  Big data  
An improved improved Id3 algorithm for medical data classification Journal article
COMPUTERS & ELECTRICAL ENGINEERING, 2018,Volume: 65,Page: 474-487
Authors:  Shuo Yang;  Jing-Zhi Guo;  Jun-Wei Jin
Favorite |  | TC[WOS]:16 TC[Scopus]:23 | Submit date:2018/10/30
Id3 Algorithm  Decision Tree  Balance Function  Numeric Attribute Discretization  Rule Representation Of Classifier Model  
An improved Id3 algorithm for medical data classification Journal article
Computers and Electrical Engineering, 2018,Volume: 65,Page: 474-487
Authors:  Yang,Shuo;  Guo,Jing Zhi;  Jin,Jun Wei
Favorite |  | TC[WOS]:16 TC[Scopus]:24 | Submit date:2021/03/11
Balance function  Decision tree  Id3 algorithm  Numeric attribute discretization  Rule representation of classifier model