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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  
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：2/0  |  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  
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.
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Swarm fusion  Swarm intelligence algorithm  Multi-objective  Crossover rebalancing  Imbalanced data 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
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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
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Id3 Algorithm  Decision Tree  Balance Function  Numeric Attribute Discretization  Rule Representation Of Classifier Model  
Co-delivery of gambogic acid and TRAIL plasmid by hyaluronic acid grafted PEI-PLGA nanoparticles for the treatment of triple negative breast cancer Journal article
DRUG DELIVERY, 2017,Volume: 24,Issue: 1,Page: 1791-1800
Authors:  Wang, Shengpeng;  Shao, Min;  Zhong, Zhangfeng;  Wang, Anqi;  Cao, Jiliang;  Lu, Yucong;  Wang, Yitao;  Zhang, Jinming
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Nanoparticles  Trail  Gambogic Acid  Triple Negative Breast Cancer  Co-delivery  
Predicting the listing statuses of Chinese-listed companies using decision trees combined with an improved filter feature selection method Journal article
KNOWLEDGE-BASED SYSTEMS, 2017,Volume: 128,Page: 93-101
Authors:  Ligang Zhou;  Yain-Whar Si;  Hamido Fujita
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Multi-class Classification  Listing-status Prediction  Decision Tree C4.5  Decision Tree C5.0  
Synthetic data generator for classification rules learning Conference paper
Proceedings - 2016 7th International Conference on Cloud Computing and Big Data, CCBD 2016
Authors:  Liu R.;  Fang B.;  Tang Y.Y.;  Chan P.P.K.
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Automatic decision support  Data mining  Decision tree  Synthetic data  
One versus one multi-class classification fusion using optimizing decision directed acyclic graph for predicting listing status of companies Journal article
INFORMATION FUSION, 2017,Volume: 36,Page: 80-89
Authors:  Zhou, Ligang;  Wang, Qingyang;  Fujita, Hamido
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Multi-class classification  One versus one  Listing status  Prediction  Decision directed acyclic graph  Optimizing