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Online force-directed algorithms for visualization of dynamic graphs Journal article
Information Sciences, 2021,Volume: 556,Page: 223-255
Authors:  Cheong,Se Hang;  Si,Yain Whar;  Wong,Raymond K.
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Dynamic graphs  Force-directed algorithms  Online algorithms  Visualization  
Dynamic swarm class rebalancing for the process mining of rare events Journal article
The Journal of Supercomputing, 2021,Volume: 77,Page: 7549-7583
Authors:  Jinyan Li;  Yaoyang Wu;  Simon Fong;  Raymond K. Wong;  Victor W. Chu;  Kok‑leong Ong;  Kelvin K. L. Wong
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Process Mining  Class Imbalance  Classification  Meta-heuristic  Over-sampling  Under-sampling  
Multi-view convolutional neural network with leader and long-tail particle swarm optimizer for enhancing heart disease and breast cancer detection Journal article
Neural Computing and Applications, 2020,Volume: 32,Issue: 19,Page: 15469-15488
Authors:  Kun Lan;  Liansheng Liu;  Tengyue Li;  Yuhao Chen;  Simon Fong;  Joao Alexandre Lobo Marques;  Raymond K. Wong;  Rui Tang
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Convolutional Neural Network  Leader And Long-tail  Particle Swarm Optimization  Parameter Optimization  Heart Disease  Breast Cancer  
Predicting concentration levels of air pollutants by transfer learning and recurrent neural network Journal article
Knowledge-Based Systems, 2020,Volume: 192
Authors:  Iat Hang Fong;  Tengyue Li;  Simon Fong;  Raymond K. Wong;  Antonio J. Tallón-Ballesteros
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Forecasting  Environment Monitoring  Transfer Learning  Recurrent Neural Network  Airborne Particle Matter  
A novel sensor data pre-processing methodology for the internet of things using anomaly detection and transfer-by-subspace-similarity transformation Journal article
Sensors, 2019,Volume: 19,Issue: 20
Authors:  Yan Zhong;  Simon Fong;  Shimin Hu;  Raymond Wong;  Weiwei Lin
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Internet Of Things  Sensor Data  Preprocessing  Subspace Similarity  
Helpfulness-aware matrix factorization for cross-category service recommendations Conference paper
Proceedings - 2019 IEEE International Conference on Services Computing, SCC 2019 - Part of the 2019 IEEE World Congress on Services, Milan, Italy, 8-13 July 2019
Authors:  Bowen Zhou;  Raymond K. Wong;  Victor W. Chu;  Tengyue Li;  Simon Fong;  Chi-Hung Chi
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Recommendation  Matrix Factorization  User Feedback  
Multi-view Convolution Neural Network with Swarm Search Based Hyperparameter Optimization for Enhancing Heart Disease and Breast Cancer Detection Conference paper
5th International Conference on Soft Computing and Machine Intelligence, ISCMI 2018, Nairobi, Kenya, 21-22 Nov. 2018
Authors:  Kun Lan;  Tengyue Li;  Simon Fong;  Joao Alexandre Lobo Marques;  Raymond K. Wong
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Convolution Neural Network  Pso  Hyperparameter Optimization  Ctg  Breast Cancer  
Fast Cluster-learning with Prior Probability from Big Dataset Conference paper
5th International Conference on Soft Computing and Machine Intelligence, ISCMI 2018, Nairobi, Kenya, 21-22 Nov. 2018
Authors:  Tengyue Li;  Simon Fong;  Joao Alexandre Lobo Marques;  Raymond K. Wong
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Association Rule Mining  Clustering  Preprocessing  Prior Probability  
A clustering based variable sub-window approach using particle swarm optimisation for biomedical sensor data monitoring Journal article
Enterprise Information Systems, 2019,Volume: 15,Issue: 1,Page: 15-35
Authors:  Kun Lan;  Simon Fong;  Lian-Sheng Liu;  Raymond K. Wong;  Nilanjan Dey;  Richard C. Millham;  Kelvin K.L. Wong
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Data Stream Mining  Biomedical Healthcare  Sensor  Pre-processing  Metaheuristics  Adaptive Windowing  
Large expert-curated database for benchmarking document similarity detection in biomedical literature search Journal article
Database, Database, 2019, 2019,Volume: 2019, 2019,Page: 1-67, 1-67
Authors:  Brown,Peter;  Zhou,Yaoqi;  Tan,Aik Choon;  El-Esawi,Mohamed A.;  Liehr,Thomas;  Blanck,Oliver;  Gladue,Douglas P.;  Almeida,Gabriel M.F.;  Cernava,Tomislav;  Sorzano,Carlos O.;  Yeung,Andy W.K.;  Engel,Michael S.;  Chandrasekaran,Arun R.;  Muth,Thilo;  Staege,Martin S.;  Daulatabad,Swapna V.;  Widera,Darius;  Zhang,Junpeng;  Meule,Adrian;  Honjo,Ken;  Pourret,Olivier;  Yin,Cong Cong;  Zhang,Zhongheng;  Cascella,Marco;  Flegel,Willy A.;  Goodyear,Carl S.;  van Raaij,Mark J.;  Bukowy-Bieryllo,Zuzanna;  Campana,Luca G.;  Kurniawan,Nicholas A.;  Lalaouna,David;  Hüttner,Felix J.;  Ammerman,Brooke A.;  Ehret,Felix;  Cobine,Paul A.;  Tan,Ene Choo;  Han,Hyemin;  Xia,Wenfeng;  McCrum,Christopher;  Dings,Ruud P.M.;  Marinello,Francesco;  Nilsson,Henrik;  Nixon,Brett;  Voskarides,Konstantinos;  Yang,Long;  Costa,Vincent D.;  Bengtsson-Palme,Johan;  Bradshaw,William;  Grimm,Dominik G.;  Kumar,Nitin;  Martis,Elvis;  Prieto,Daniel;  Sabnis,Sandeep C.;  Amer,Said E.D.R.;  Liew,Alan W.C.;  Perco,Paul;  Rahimi,Farid;  Riva,Giuseppe;  Zhang,Chongxing;  Devkota,Hari P.;  Ogami,Koichi;  Basharat,Zarrin;  Fierz,Walter;  Siebers,Robert;  Tan,Kok H.;  Boehme,Karen A.;  Brenneisen,Peter;  Brown,James A.L.;  Dalrymple,Brian P.;  Harvey,David J.;  Ng,Grace;  Werten,Sebastiaan;  Bleackley,Mark;  Dai,Zhanwu;  Dhariwal,Raman;  Gelfer,Yael;  Hartmann,Marcus D.;  Miotla,Pawel;  Tamaian,Radu;  Govender,Pragashnie;  Gurney-Champion,Oliver J.;  Kauppila,Joonas H.;  Zhang,Xiaolei;  Echeverría,Natalia;  Subhash,Santhilal;  Sallmon,Hannes;  Tofani,Marco;  Bae,Taeok;  Bosch,Oliver;  Cuív,Páraic O.;  Danchin,Antoine;  Diouf,Barthelemy;  Eerola,Tuomas;  Evangelou,Evangelos;  Filipp,Fabian;  Klump,Hannes;  Kurgan,Lukasz;  Smith,Simon S.;  Terrier,Olivier;  Tuttle,Neil;  Ascher,David B.;  Janga,Sarath C.;  Schulte,Leon N.;  Becker,Daniel;  Browngardt,Christopher;  Bush,Stephen J.;  Gaullier,Guillaume;  Ide,Kazuki;  Meseko,Clement;  Werner,Gijsbert D.A.;  Zaucha,Jan;  Al-Farha,Abd A.;  Greenwald,Noah F.;  Popoola,Segun I.;  Rahman,Shaifur;  Xu,Jialin;  Yang,Sunny Y.;  Hiroi,Noboru;  Alper,Ozgul M.;  Baker,Chris I.;  Bitzer,Michael;  Chacko,George;  Debrabant,Birgit;  Dixon,Ray;  Forano,Evelyne;  Gilliham,Matthew;  Kelly,Sarah;  Klempnauer,Karl Heinz;  Lidbury,Brett A.;  Lin,Michael Z.;  Lynch,Iseult;  Ma,Wujun;  Maibach,Edward W.;  Mather,Diane E.;  Nandakumar,Kutty S.;  Ohgami,Robert S.;  Parchi,Piero;  Tressoldi,Patrizio;  Xue,Yu;  Armitage,Charles;  Barraud,Pierre;  Chatzitheochari,Stella;  Coelho,Luis P.;  Diao,Jiajie;  Doxey,Andrew C.;  Gobet,Angélique;  Hu,Pingzhao;  Kaiser,Stefan;  Mitchell,Kate M.;  Salama,Mohamed F.;  Shabalin,Ivan G.;  Song,Haijun;  Stevanovic,Dejan;  Yadollahpour,Ali;  Zeng,Erliang;  Zinke,Katharina;  Alimba,C. G.;  Beyene,Tariku J.;  Cao,Zehong;  Chan,Sherwin S.;  Gatchell,Michael;  Kleppe,Andreas;  Piotrowski,Marcin;  Torga,Gonzalo;  Woldesemayat,Adugna A.;  Cosacak,Mehmet I.;  Haston,Scott;  Ross,Stephanie A.;  Williams,Richard;  Wong,Alvin;  Abramowitz,Matthew K.;  Effiong,Andem;  Lee,Senhong;  Abid,Muhammad B.;  Agarabi,Cyrus;  Alaux,Cedric;  Albrecht,Dirk R.;  Atkins,Gerald J.;  Beck,Charles R.;  Bonvin,A. M.J.J.;  Bourke,Emer;  Brand,Thomas;  Braun,Ralf J.;  Bull,James A.;  Cardoso,Pedro;  Carter,Dee;  Delahay,Robin M.;  Ducommun,Bernard;  Duijf,Pascal H.G.;  Epp,Trevor;  Eskelinen,Eeva Liisa;  Fallah,Mazyar;  Farber,Debora B.;  Fernandez-Triana,Jose;  Feyerabend,Frank;  Florio,Tullio;  Friebe,Michael;  Furuta,Saori;  Gabrielsen,Mads;  Gruber,Jens;  Grybos,Malgorzata;  Han,Qian;  Heinrich,Michael;  Helanterä,Heikki;  Huber,Michael;  Jeltsch,Albert;  Jiang,Fan;  Josse,Claire;  Jurman,Giuseppe;  Kamiya,Haruyuki;  de Keersmaecker,Kim;  Kristiansson,Erik;  de Leeuw,Frank Erik;  Li,Jiuyong;  Liang,Shide;  Lopez-Escamez,Jose A.;  Lopez-Ruiz,Francisco J.;  Marchbank,Kevin J.;  Marschalek,Rolf;  Martín,Carmen S.;  Miele,Adriana E.;  Montagutelli,Xavier;  Morcillo,Esteban;  Nicoletti,Rosario;  Niehof,Monika;  O'Toole,Ronan;  Ohtomo,Toshihiko;  Oster,Henrik;  Palma,Jose Alberto;  Paterson,Russell;  Peifer,Mark;  Portilla,Maribel;  Portillo,M. C.;  Pritchard,Antonia L.;  Pusch,Stefan;  Raghava,Gajendra P.S.;  Roberts,Nicola J.;  Ross,Kehinde;  Schuele,Birgitt;  Sergeant,Kjell;  Shen,Jun;  Stella,Alessandro;  Sukocheva,Olga;  Uversky,Vladimir N.;  Vanneste,Sven;  Villet,Martin H.;  Viveiros,Miguel;  Vorholt,Julia A.;  Weinstock,Christof;  Yamato,Masayuki;  Zabetakis,Ioannis;  Zhao,Xin;  Ziegler,Andreas;  Aizat,Wan M.;  Atlas,Lauren;  Bridges,Kristina M.;  Chakraborty,Sayan;  Deschodt,Mieke;  Domingues,Helena S.;  Esfahlani,Shabnam S.;  Falk,Sebastian;  Guisado,J. L.;  Kane,Nolan C.;  Kueberuwa,Gray;  Lau,Colleen L.;  Liang,Dai;  Liu,Enwu;  Luu,Andreas M.;  Ma,Chuang;  Ma,Lisong;  Moyer,Robert;  Norris,Adam D.;  Panthee,Suresh;  Parsons,Jerod R.;  Peng,Yousong;  Pinto,Ines M.;  Reschke,Cristina R.;  Sillanpää,Elina;  Stewart,Christopher J.;  Uhle,Florian;  Yang,Hui;  Zhou,Kai;  Zhu,Shu;  Ashry,Mohamed;  Bergsland,Niels;  Berthold,Maximilian;  Chen,Chang Er;  Colella,Vito;  Cuypers,Maarten;  Eskew,Evan A.;  Fan,Xiao;  Gajda,Maksymilian;  Gonzálezlez-Prendes,Rayner;  Goodin,Amie;  Graham,Emily B.;  Groen,Ewout J.N.;  Gutiérrez-Sacristán,Alba;  Habes,Mohamad;  Heffler,Enrico;  Higginbottom,Daniel B.;  Janzen,Thijs;  Jayaraman,Jayakumar;  Jibb,Lindsay A.;  Jongen,Stefan;  Kinyanjui,Timothy;  Koleva-Kolarova,Rositsa G.;  Li,Zhixiu;  Liu,Yu Peng;  Lund,Bjarte A.;  Lussier,Alexandre A.;  Ma,Liping;  Mier,Pablo;  Moore,Matthew D.;  Nagler,Katja;  Orme,Mark W.;  Pearson,James A.;  Prajapati,Anilkumar S.;  Saito,Yu;  Tröder,Simon E.;  Uchendu,Florence;  Verloh,Niklas;  Voutchkova,Denitza D.;  Abu-Zaid,Ahmed;  Bakkach,Joaira;  Baumert,Philipp;  Dono,Marcos;  Hanson,Jack;  Herbelet,Sandrine;  Hobbs,Emma;  Kulkarni,Ameya;  Kumar,Narendra;  Liu,Siqi;  Loft,Nikolai D.;  Reddan,Tristan;  Senghore,Thomas;  Vindin,Howard;  Xu,Haotian;  Bannon,Ross;  Chen,Branson;  Cheung,Johnny T.K.;  Cooper,Jeffrey;  Esnakula,Ashwini K.;  Feghali,Karine A.;  Ghelardi,Emilia;  Gnasso,Agostino;  Horbar,Jeffrey;  Lai,Hei M.;  Li,Jian;  Ma,Lan;  Ma,Ruiyan;  Pan,Zihang;  Peres,Marco A.;  Pranata,Raymond;  Seow,Esmond;  Sydes,Matthew;  Testoni,Ines;  Westermair,Anna L.;  Yang,Yongliang;  Afnan,Masoud;  Albiol,Joan;  Albuquerque,Lucia G.;  Amir,Shimon;  Amiya,Eisuke;  Amorim,Rogerio M.;  An,Qianli;  Andersen,Stig U.;  Aplin,John D.;  Argyropoulos,Christos;  Asmann,Yan W.;  Assaeed,Abdulaziz M.;  Atanasov,Atanas G.;  Atchison,David A.;  Avery,Simon V.;  Avillach,Paul;  Baade,Peter D.;  Backman,Lars;  Badie,Christophe;  Baldi,Alfonso;  Ball,Elizabeth;  Bardot,Olivier;  Barnett,Adrian G.;  Basner,Mathias;  Batra,Jyotsna;  Bazanova,O. M.;  Beale,Andrew;  Beddoe,Travis;  Bell,Melanie L.;  Berezikov,Eugene;  Berners-Price,Sue;  Bernhardt,Peter;  Berry,Edward;  Bessa,Theolis B.;  Billington,Craig;  Birch,John;  Blakely,Randy D.;  Blaskovich,Mark A.T.;  Blum,Robert;  Boelaert,Marleen;  Bogdanos,Dimitrios;  Bosch,Carles;  Bourgoin,Thierry;  Bouvard,Daniel;  Boykin,Laura M.;  Bradley,Graeme;  Braun,Daniel;  Brownlie,Jeremy;  Brühl,Albert;  Burt,Austin;  Butler,Lisa M.;  Byrareddy,Siddappa N.;  Byrne,Hugh J.;  Cabantous,Stephanie;  Calatayud,Sara;  Candal,Eva;  Carlson,Kimberly;  Casillas,Sònia;  Castelvetro,Valter;  Caswell,Patrick T.;  Cavalli,Giacomo;  Cerovsky,Vaclav;  Chagoyen,Monica;  Chen,Chang Shi;  Chen,Dong F.;  Chen,Hao;  Chen,Hui;  Chen,Jui Tung;  Chen,Yinglong;  Cheng,Changxiu;  Cheng,Jianlin;  Chinapaw,Mai;  Chinopoulos,Christos;  Cho,William C.S.;  Chong,Lillian;  Chowdhury,Debashish;  Chwalibog,Andre;  Ciresi,A.;  Cockcroft,Shamshad;  Conesa,Ana;  Cook,Penny A.;  Cooper,David N.;  Coqueret,Olivier;  Corea,Enoka M.;  Costa,Antonio;  Costa,Elisio;  Coupland,Carol;  Crawford,Stephanie Y.;  Cruz,Aparecido D.;  Cui,Huijuan;  Cui,Qiang;  Culver,David C.;  D'Angiulli,Amedeo;  Dahms,Tanya E.S.;  Daigle,France;  Dalgleish,Raymond;  Danielsen,Håvard E.;  Darras,Sébastien;  Davidson,Sean M.;  Day,David A.;  Degirmenci,Volkan;  Demaison,Luc;  Devriendt,Koenraad;  Ding,Jiandong;  Dogan,Yunus;  Dong,X. C.;  Donner,Claudio F.;  Dressick,Walter;  Drevon,Christian A.;  Duan,Huiling;  Ducho,Christian;  Dumaz,Nicolas;  Dwarakanath,Bilikere S.;  Ebell,Mark H.;  Eisenhardt,Steffen;  Elkum,Naser;  Engel,Nadja;  Erickson,Timothy B.;  Fairhead,Michael;  Faville,Marty J.;  Fejzo,Marlena S.;  Festa,Fernanda;  Feteira,Antonio;  Flood-Page,Patrick;  Forsayeth,John;  Fox,Simon A.;  Franks,Steven J.;  Frentiu,Francesca D.;  Frilander,Mikko J.;  Fu,Xinmiao;  Fujita,Satoshi;  Galea,Ian;  Galluzzi,Luca;  Gani,Federica;  Ganpule,Arvind P.;  García-Alix,Antonio;  Gedye,Kristene;  Giordano,Maurizio;  Giunta,Cecilia;  Gleeson,Paul A.;  Goarant,Cyrille;  Gong,Haipeng;  Gora,Diop;  Gough,Michael J.;  Goyal,Ravinder;  Graham,Kathryn E.;  Grande-Pérez,Ana;  Graves,Patricia M.;  Greidanus,Harm;  Grice,Darren;  Grunau,Christoph;  Gumulya,Yosephine;  Guo,Yabin;  Gurevich,Vsevolod V.;  Gusev,Oleg;  Hacker,Elke;  Hage,Steffen R.;  Hagen,Guy;  Hahn,Steven;  Haller,Dagmar M.;  Hammerschmidt,Sven;  Han,Jianwei;  Han,Renzhi;  Handfield,Martin;  Hapuarachchi,Hapuarachchige C.;  Harder,Timm;  Hardingham,Jennifer E.;  Heck,Michelle;  Heers,Marcel;  Hew,Khe F.;  Higuchi,Yohei;  Hilaire,Cynthia St;  Hilton,Rachel;  Hodzic,Enisa;  Hone,Andrew;  Hongoh,Yuichi;  Hu,Guoku;  Huber,Heinz P.;  Hueso,Luis E.;  Huirne,Judith;  Hurt,Lisa;  Idborg,Helena;  Ikeo,Kazuho;  Ingley,Evan;  Jakeman,Philip M.;  Jensen,Arne;  Jia,Hong;  Jia,Husen;  Jia,Shuqin;  Jiang,Jianping;  Jiang,Xingyu;  Jin,Yi;  Jo,Daehyun;  Johnson,Andrew M.;  Johnston,Marie;  Jonscher,Karen R.;  Jorens,Philippe G.;  Jorgensen,Jens O.L.;  Joubert,Johan W.;  Jung,Sin Ho;  Junior,Antonio M.;  Kahan,Thomas;  Kamboj,Sunjeev K.;  Kang,Yong Kook;  Karamanos,Yannis;  Karp,Natasha A.;  Kelly,Ryan;  Kenna,Ralph;  Kennedy,Jonathan;  Kersten,Birgit;  Khalaf,Roy A.;  Khalid,Javaria M.;  Khatlani,T.;  Khider,Tarig;  Kijanka,Gregor S.;  King,Sarah R.B.;  Kluz,Tomasz;  Knox,Paul;  Kobayashi,Tatsuya;  Koch,Karl Wilhelm;  Kohonen-Corish,Maija R.J.;  Kong,Xiangpeng;  Konkle-Parker,Deborah;  Korpela,Kalevi M.;  Kostrikis,Leondios G.;  Kraiczy,Peter;  Kratz,Harald;  Krause,Günter;  Krebsbach,Paul H.;  Kristensen,Søren R.;  Kumari,Prerna;  Kunimatsu,Akira;  Kurdak,Hatice;  Kwon,Young D.;  Lachat,Carl;  Lagisz,Malgorzata;  Laky,Brenda;  Lammerding,Jan;  Lange,Matthias;  Larrosa,Mar;  Laslett,Andrew L.;  Laverman,Gozewijn D.;  Leclair,Elizabeth E.;  Lee,Kyung Woo;  Lee,Ming Yih;  Lee,Moon Soo;  Li,Genyuan;  Li,Jiansheng;  Lieb,Klaus;  Lim,Yau Y.;  Lindsey,Merry L.;  Line,Paul Dag;  Liu,Dengcai;  Liu,Fengbin;  Liu,Haiyan;  Liu,Hongde;  Lloyd,Vett K.;  Lo,Te Wen;  Locci,Emanuela;  Loidl,Josef;  Lorenzen,Johan;  Lorkowski,Stefan;  Lovell,Nigel H.;  Lu,Hua;  Lu,Wei;  Lu,Zhiyong;  Luengo,Gustavo S.;  Lundh,Lars Gunnar;  Lysy,Philippe A.;  Mabb,Angela;  Mack,Heather G.;  Mackey,David A.;  Mahdavi,S. R.;  Maher,Pamela;  Maher,Toby;  Maity,Sankar N.;  Malgrange,Brigitte;  Mamoulakis,Charalampos;  Mangoni,Arduino A.;  Manke,Thomas;  Manstead,Antony S.R.;  Mantalaris,Athanasios;  Marsal,Jan;  Marschall,Hanns Ulrich;  Martin,Francis L.;  Martinez-Raga,Jose;  Martinez-Salas,Encarnacion;  Mathieu,Daniel;  Matsui,Yoichi;  Maza,Elie;  McCutcheon,James E.;  McKay,Gareth J.;  McMillan,Brian;  McMillan,Nigel;  Meads,Catherine;  Medina,Loreta;  Merrick,B. Alex;  Metzger,Dennis W.;  Meunier,Frederic A.;  Michaelis,Martin;  Micheau,Olivier;  Mihara,Hisaaki;  Mintz,Eric M.;  Mizukami,Takuo;  Moalic,Yann;  Mohapatra,D. 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