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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:  Dey，Nilanjan;  Rajinikanth，V.;  Fong，Simon James;  Kaiser，M. Shamim;  Mahmud，Mufti
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COVID-19 infection  CT scan image  Fused feature vector  KNN classifier  Segmentation and detection accuracy  
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, 2020,Volume: 7,Issue: 3,Page: 2321-2342
Authors:  Li，Tengyue;  Fong，Simon;  Li，Xuqi;  Lu，Zhihui;  Gandomi，Amir H.
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Data analytics  data stream mining  fog computing  Internet of Things (IoT)  smart home  swarm decision table (SDT)  
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
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Decision tree  fuzzy k-nearest-neighbor method (FKNN)  nearest neighbors  sparse representation/reconstruction  
On recognizing abnormal human behaviours by data stream mining with misclassified recalls Conference paper
26th International World Wide Web Conference 2017, WWW 2017 Companion
Authors:  Fong S.;  Hu S.;  Song W.;  Cho K.;  Wong R.K.;  Mohammed S.
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Classification  Data stream mining  Human activity 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
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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:  Fong, Simon;  Li, Jiaxue;  Song, Wei;  Tian, Yifei;  Wong, Raymond K.;  Dey, Nilanjan
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IoT smart home  Energy prediction  Data stream mining  Classification  
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 | View/Download：25/0 | TC[WOS]:137 TC[Scopus]:143 | 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  
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 | View/Download：304/0 | 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 | View/Download：38/0 | TC[WOS]:11 TC[Scopus]:18 | Submit date：2018/10/30
Id3 Algorithm  Decision Tree  Balance Function  Numeric Attribute Discretization  Rule Representation Of Classifier Model  
Adaptive multi-objective swarm fusion for imbalanced data classification Journal article
INFORMATION FUSION, 2018,Volume: 39,Page: 1-24
Authors:  li, Jinyan;  Fong, Simon;  Wong, Raymond K.;  Chu, Victor W.
Favorite | View/Download：33/0 | TC[WOS]:19 TC[Scopus]:31 | Submit date：2018/10/30
Swarm fusion  Swarm intelligence algorithm  Multi-objective  Crossover rebalancing  Imbalanced data classification