261856:FARINETTI	Basi di dati
	
259670:POGGIOLINI	Signals and systems
oppure	
261162:MONTORSI	Teoria ed elaborazione dei segnali
	
262447:ZUNINO	Computer networks
oppure	
263360:Reti di calcolatori
	
261158:BOTTINO	Computer grafica

261856,261158,LVH

261856,262447,LV5
261158,262447,LV5
259670,262447,LV5
261162,262447,LV5

261856,263360,LVH
261158,263360,LVH
259670,263360,LVH
261162,263360,LVH


261856,259670,LV5
261158,259670,LV5
262447,259670,LV5
263360,259670,LV5

261856,261162,LVH
261158,261162,LVH
262447,261162,LVH
263360,261162,LVH

----------------------------------------------------------------------
259400:CANALE	Digital control technologies and architectures
259401:PUNTA	Digital control technologies and architectures
	
261119:BOGLIETTI	Electrical machines
oppure	
259878:CHIABERGE	Electronics Fundamentals and Applications
	
259399:MAFFIODO	Applied mechanics and machine design
oppure	
261945:CANALE	Automatic control
	
261249:PROSKURNIKOV	Modelling and simulation of mechatronic systems


259400,261249,LVH
259401,261249,LVH

259401,259399,LVH
261249,259399,LVH
261119,259399,LVH
259878,259399,LVH

259401,261945,LVH
261249,261945,LVH
261119,261945,LVH
259878,261945,LVH


259401,261119,LVH
261249,261119,LVH
259399,261119,LVH
261945,261119,LVH

259401,259878,LVH
261249,259878,LVH
259399,259878,LVH
261945,259878,LVH
-------------------------------------------------------
259419:MORISIO	Information systems
	
261048:BERNARDI	Architetture dei sistemi di elaborazione
261049:SANCHEZ	Architetture dei sistemi di elaborazione
oppure	
261125:MONTUSCHI	Computer architectures
	
259942:CHIUSANO	Data Science and Database Technology
oppure	
259943:BARALIS	Data Science e Tecnologie per le Basi di Dati
259944:CERQUITELLI	Data Science e Tecnologie per le Basi di Dati
	
259328:Casetti	Computer network technologies and services
oppure	
261103:MARCHETTO	Tecnologie e servizi di rete
263355:VALENZA	Tecnologie e servizi di rete

=======
italiani
261048
261049
-a
259943
259944
-d
261103
263355
-n

inglesi
261125
259328
259942
=====

#conflitti italiani, doppie alfabetiche per ognuno: hard
n vs. a+d
261048,261103,LVH
261049,261103,LVH
259943,261103,LVH
259944,261103,LVH
261048,263355,LVH
261049,263355,LVH
259943,263355,LVH
259944,263355,LVH

a vs. d+n
259943,261048,LVH
259944,261048,LVH
261103,261048,LVH
263355,261048,LVH
259943,261049,LVH
259944,261049,LVH
261103,261049,LVH
263355,261049,LVH

d vs. a+n
261048,259943,LVH
261049,259943,LVH
261103,259943,LVH
263355,259943,LVH
261048,259944,LVH
261049,259944,LVH
261103,259944,LVH
263355,259944,LVH

#conflitti tra inglesi: hard
261125,259328,LVH
261125,259942,LVH
259328,259942,LVH


#italiani vs. inglesi: soft ma ad alta penalità
261048,261125,LV5
261049,261125,LV5
259943,261125,LV5
259944,261125,LV5
261103,261125,LV5
263355,261125,LV5
261048,259328,LV5
261049,259328,LV5
259943,259328,LV5
259944,259328,LV5
261103,259328,LV5
263355,259328,LV5
261048,259942,LV5
261049,259942,LV5
259943,259942,LV5
259944,259942,LV5
261103,259942,LV5
263355,259942,LV5


1) 259419:MORISIO	Information systems: hard con inglesi, soft con italiani

261048,259419,LV5
261049,259419,LV5
259943,259419,LV5
259944,259419,LV5
261103,259419,LV5
263355,259419,LV5

inglesi
261125,259419,LVH
259328,259419,LVH
259942,259419,LVH


2) 260460:LAMBERTI	Informatica grafica: hard con italiania, soft con inglesi
--------------------------------------------------------
LAMBERTI	Informatica grafica
	
BERNARDI	Architetture dei sistemi di elaborazione
SANCHEZ	Architetture dei sistemi di elaborazione
oppure	
MONTUSCHI	Computer architectures
	
CHIUSANO	Data Science and Database Technology
oppure	
BARALIS	Data Science e Tecnologie per le Basi di Dati
CERQUITELLI	Data Science e Tecnologie per le Basi di Dati
	
MARCHETTO	Computer network technologies and services
oppure	
MARCHETTO	Tecnologie e servizi di rete


261048,260460,LVH
261049,260460,LVH
259943,260460,LVH
259944,260460,LVH
261103,260460,LVH
263355,260460,LVH

inglesi
261125,260460,LV5
259328,260460,LV5
259942,260460,LV5

---------------------------------------------
BERNARDI	Architetture dei sistemi di elaborazione
SANCHEZ	Architetture dei sistemi di elaborazione
oppure	
MONTUSCHI	Computer architectures
	
CHIUSANO	Data Science and Database Technology
oppure	
BARALIS	Data Science e Tecnologie per le Basi di Dati
CERQUITELLI	Data Science e Tecnologie per le Basi di Dati
	
MARCHETTO	Computer network technologies and services
oppure	
MARCHETTO	Tecnologie e servizi di rete
	
260198:LIOY	Information systems security
oppure	
260306:BASILE	Sicurezza dei sistemi informativi

3) lioy hard con inglesi, soft con italiani
   basile hard con italiani, soft con inglesi

--lioy
261048,260198,LV5
261049,260198,LV5
259943,260198,LV5
259944,260198,LV5
261103,260198,LV5
263355,260198,LV5

inglesi
261125,260198,LVH
259328,260198,LVH
259942,260198,LVH


--basile
261048,260306,LVH
261049,260306,LVH
259943,260306,LVH
259944,260306,LVH
261103,260306,LVH
263355,260306,LVH

inglesi
261125,260306,LV5
259328,260306,LV5
259942,260306,LV5


-----------------------------------------
259338:DOCENTE	Convex optimization and engineering applications: inglesi hard, italiani soft
	
BERNARDI	Architetture dei sistemi di elaborazione
SANCHEZ	Architetture dei sistemi di elaborazione
oppure	
MONTUSCHI	Computer architectures
	
CHIUSANO	Data Science and Database Technology
oppure	
BARALIS	Data Science e Tecnologie per le Basi di Dati
CERQUITELLI	Data Science e Tecnologie per le Basi di Dati
	
MARCHETTO	Computer network technologies and services
oppure	
MARCHETTO	Tecnologie e servizi di rete

261048,259338,LV5
261049,259338,LV5
259943,259338,LV5
259944,259338,LV5
261103,259338,LV5
263355,259338,LV5

inglesi
261125,259338,LVH
259328,259338,LVH
259942,259338,LVH

-----------------------------------------------
259691:APILETTI	Big data: architectures and data analytics,inglesi hard, italiani soft
	
BERNARDI	Architetture dei sistemi di elaborazione
SANCHEZ	Architetture dei sistemi di elaborazione
oppure	
MONTUSCHI	Computer architectures
	
CHIUSANO	Data Science and Database Technology
oppure	
BARALIS	Data Science e Tecnologie per le Basi di Dati
CERQUITELLI	Data Science e Tecnologie per le Basi di Dati
	
MARCHETTO	Computer network technologies and services
oppure	
MARCHETTO	Tecnologie e servizi di rete

261048,259691,LV5
261049,259691,LV5
259943,259691,LV5
259944,259691,LV5
261103,259691,LV5
263355,259691,LV5

inglesi
261125,259691,LVH
259328,259691,LVH
259942,259691,LVH

---------------------------------------------------------
260198:LIOY	Information systems security
oppure	
260306:BASILE	Sicurezza dei sistemi informativi
	
259945:TORCHIANO	Software Engineering II
-----------------------------------------------------------

259945,260198,LVH
259945,260306,LVH
------------------------------------------------------

260198:LIOY	Information systems security
oppure	
260306:BASILE	Sicurezza dei sistemi informativi

261104: BOTTINO	RealtÃ  virtuale
scelta suggerita	
260460:LAMBERTI	Machine learning for vision and multimedia

260460,260198,LVH
261104,260198,LV5
260460,260306,LV5
261104,260306,LVH

-------------------------------------------------------

259421:CERONE	Modern design of control systems
oppure	
259426:GHIRARDI	Software architecture for automation
	
260460:LAMBERTI	Machine learning for vision and multimedia
	
260298:INDRI	Sistemi robotici
-----------------------------------------------------------

260298,259421,LVH
260460,259421,LVH
260298,259426,LVH
260460,259426,LVH

------------------------------------------------------


260198:LIOY	Information systems security
oppure	
260306:BASILE	Sicurezza dei sistemi informativi

260467:TOMMASI	Advanced Machine Learning

260467,260198,LVH
260467,260306,LV5
----------------------------------------------------------

260176:NEIROTTI	Innovation management
260173:PIERACCINI	Numerical optimization for large scale problems and Stochastic Optimization
260184:RIZZO	Applied data science project
258971:BIBBONA	Time dependent data with Markov chains

258973:GIACCONE	Computer aided simulations and performance evaluation
oppure	
260178:FAGNANI	Network Dynamics and Learning

	
260738:CAGLIERO	Deep natural language processing
oppure	
260181:CALIMERA	Machine learning for IOT
	

--------------------------------------------------------------

260176,258971,LVH
260173,258971,LVH
260184,258971,LVH

260176,260184,LVH
260173,260184,LVH
258971,260184,LVH

260176,260173,LVH
260184,260173,LVH
258971,260173,LVH

260173,260176,LVH
260184,260176,LVH
258971,260176,LVH

260176,260738,LVH
260173,260738,LV5
260184,260738,LVH
258971,260738,LVH
258973,260738,LV5
260178,260738,LVH
260176,260181,LVH
260173,260181,LV5
260184,260181,LVH
258971,260181,LVH
258973,260181,LV5
260178,260181,LVH

260176,258973,LVH
260173,258973,LVH
260184,258973,LVH
258971,258973,LVH
260738,258973,LVH
260181,258973,LVH
260176,260178,LVH
260173,260178,LVH
260184,260178,LVH
258971,260178,LVH
260738,260178,LVH
260181,260178,LVH

-------------------------------------------------------------
260170: APILETTI	Data management and visualization
260169:BARALIS	Data science lab: process and methods
	
261402:BERRONE	Computational linear algebra for large scale problems
oppure	
260167:FONTANA	Statistical methods in data science
	
260172:DELLA CROCE DI DOJOLA	Decision making and optimization
oppure	
258972:TARICCO	Information Theory and Applications
oppure	
260173:PIERACCINI	Numerical optimization for large scale problems and Stochastic Optimization

260169,260170,LVH

260169,260172,LVH
260170,260172,LVH
261402,260172,LV5
260167,260172,LV5
260169,258972,LVH
260170,258972,LVH
261402,258972,LV5
260167,258972,LV5
260169,260173,LVH
260170,260173,LVH
261402,260173,LV5
260167,260173,LV5

260169,261402,LVH
260170,261402,LVH
260169,260167,LVH
260170,260167,LVH

-------------------------------


259421:CERONE	Modern design of control systems
oppure	
260137: DOCENTE:	Optimization for machine learning
	
Una coppia di insegnamenti fra i seguenti	
259338:DOCENTE	Convex optimization and engineering applications: 
259692:REGRUTO TOMALINO	Laboratory of robust identification and control
	
oppure	
	
259219:VIOLANTE	Operating systems for embedded systems
259426:GHIRARDI	Software architecture for automation

oppure	

260157:VACCA	Electronic Systems for Sensor Acquisition
261120:MUSOLINO	Power electronics

oppure	

261627:MALAN	Automotive control systems
260139:CASETTI	Networking technologies for connected vehicles

oppure	

261681:BOTTO	Dynamic design of machines
260138:PERRONE	Industrial Photonics

259338,259692,LVH
259219,259426,LVH
260157,261120,LVH
261627,260139,LVH
261681,260138,LVH

259421,259338,LVH
260137,259338,LVH
259421,259692,LVH
260137,259692,LVH

259421,259219,LVH
260137,259219,LVH
259421,259426,LVH
260137,259426,LVH


259421,260157,LVH
260137,260157,LVH
259421,261120,LVH
260137,261120,LVH


259421,261627,LVH
260137,261627,LVH
259421,260139,LVH
260137,260139,LVH


259421,261681,LVH
260137,261681,LVH
259421,260138,LVH
260137,260138,LVH

259338,260138,LV5
259692,260138,LV5
259219,260138,LV5
259426,260138,LV5
260157,260138,LV5
261120,260138,LV5
261627,260138,LV5
260139,260138,LV5
261681,260138,LV5


259338,261681,LV5
259692,261681,LV5
259219,261681,LV5
259426,261681,LV5
260157,261681,LV5
261120,261681,LV5
261627,261681,LV5
260139,261681,LV5
260138,261681,LV5

259338,260139,LV5
259692,260139,LV5
259219,260139,LV5
259426,260139,LV5
260157,260139,LV5
261120,260139,LV5
261627,260139,LV5
261681,260139,LV5
260138,260139,LV5

259338,261627,LV5
259692,261627,LV5
259219,261627,LV5
259426,261627,LV5
260157,261627,LV5
261120,261627,LV5
260139,261627,LV5
261681,261627,LV5
260138,261627,LV5

259338,261120,LV5
259692,261120,LV5
259219,261120,LV5
259426,261120,LV5
260157,261120,LV5
261627,261120,LV5
260139,261120,LV5
261681,261120,LV5
260138,261120,LV5

259338,260157,LV5
259692,260157,LV5
259219,260157,LV5
259426,260157,LV5
261120,260157,LV5
261627,260157,LV5
260139,260157,LV5
261681,260157,LV5
260138,260157,LV5

259338,259426,LV5
259692,259426,LV5
259219,259426,LV5
260157,259426,LV5
261120,259426,LV5
261627,259426,LV5
260139,259426,LV5
260138,259426,LV5

259338,259219,LV5
259692,259219,LV5
259426,259219,LV5
260157,259219,LV5
261120,259219,LV5
261627,259219,LV5
260139,259219,LV5
261681,259219,LV5
260138,259219,LV5

259338,259692,LV5
259219,259692,LV5
259426,259692,LV5
260157,259692,LV5
261120,259692,LV5
261627,259692,LV5
260139,259692,LV5
261681,259692,LV5
260138,259692,LV5

259692,259338,LV5
259219,259338,LV5
259426,259338,LV5
260157,259338,LV5
261120,259338,LV5
261627,259338,LV5
260139,259338,LV5
261681,259338,LV5
260138,259338,LV5
