2005

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2005

  1. 1. Word Frequency ``each 5 ``temporal 5 ``the 3 `below' 4 `change 3 `easy 3 `forward 5 `general 4 `him' 5 `himself' 5 `just-in-time' 4 `on 4 `perfect' 4 `progress' 3 `typical' 4 `user 3 {font 3 {margin 12 0 0px 42 1000+ 5 11a 4 11b 4 11g 4 12 0px 21 12 2 197-224 20 13 2 5 1--36 5 14 0px} 3 14th 5 166 1--2 5 16th 1 17-31 15 179-186 5 1984 6 1ksample 4 2 048 4 2000/01 4 207--223 5 27 11 6 2d 18 2-d 6 30m 4 322--328 6 3d 102 3-d 4 3g 5 3rd 3 40 5 45 2 6
  2. 2. 4g 4 50m 4 5-up 3 65 000 7 681-688 3 70nm 4 802 11 12 802 11a 8 802 11e 4 802 16 4 802 16e 4 abbreviations 5 abc 34 abcs 3 abilities 5 ability 35 able 76 about 102 above 60 abowd 3 absolutely 6 absorb 4 absorbant 8 absorbing 4 abstract 27 abstracting 7 abstraction 22 abstractions 3 abstractly 4 abundant 1 academic 4 accelerators 8 acceptabe 5 acceptance 1 accepted 1 access 58 accessibility 30 accessibity 7 accessible 21 accessile 7 accidentally 4 accommodate 7 accommodated 3 accomplished 5 according 13 accordingly 4 accordingly 4 account 49 accountable 5 accumulating 5 accuracy 34
  3. 3. accurate 20 accustomed 4 ace 5 achievable 10 achieve 29 achieved 6 achieving 16 acid 15 acids 4 ackenhusen 5 acknowledgements 3 acm 17 acquired 4 acquires 4 acquiring 5 across 21 across 4 acs 11 acs 1 2 acs 2 2 acs cs 4 acswict 7 acswit 1 act 14 actieved 5 action 52 actions 50 activating 4 active 35 actively 2 activities 10 activity 20 activity 4 actor 4 actual 8 actually 14 actuator 4 acyclic 4 adapt 11 adaptable 1 adaptation 8 adapting 15 adaptive 48 adaptively 1 adative 4 add 25 add/remove 6 added 13 adder 15 adders 5 adding 7
  4. 4. addison 5 addition 13 addition/multiplication/multiply-accumulate 5 additional 50 additions/subtractions 5 additonal 5 address 4 addressed 1 addressing 10 adds 9 adequate 13 adequately 5 adhering 1 ad-hoc 14 adjusted 5 administer 6 administrators 3 adminres 5 admires 15 adopt 4 adopted 7 adoption 4 adsl 4 advance 10 advanced 38 advances 8 advantage 53 advantages 5 advantages/disadvantages 2 advent 1 advertise 1 advertising 1 advice 4 afc 1 5 afc 2 5 afc 3 5 afc 4 5 afc 5 5 afc 6 5 affect 6 affects 5 after 30 after---are 5 ag 1 4 ag 3 4 ag 4 4 ag 5 4 again 9 against 15 age 12 agent 19
  5. 5. agent-based 2 agents 34 aggregate 3 ago 11 ago 4 agreed 4 agreement 12 agreements 1 ahead-of-time 1 ai 5 aibo 18 aid 17 aig 14 aig 1 5 aig 2 5 aig 3 5 aig 4 5 aig 5 5 aig's 14 aim 136 aimed 6 aims 40 air 8 ajo 3 al 21 alan 9 alarms 3 alaw 1 3 alaw 2 3 alaw 3 3 alaw 4 3 alderley 1 alerts 6 a-level 5 alex 3 algebra 3 algorithm 98 algorithmic 4 algorithms 184 alignment 4 all 234 alleged 4 alleviate 4 all-knowing 4 allocate 5 allocated 6 allow 112 allow 4 allowed 7 allowing 8 allows 67
  6. 6. all-rounder 3 almost 15 aloha 4 alone 8 along 30 alongside 5 alper 15 alr 1 8 alr 1 a 8 alr 1 b 8 alr 1 c 8 alr 1 d 8 alr 1 e 8 alr 1 f 8 alr 1 g 7 alr 2 1 already 57 also 266 alter 9 altered 4 alternating 4 alternative 34 alternatively 17 alternatives 8 althoough 7 although 87 althouth 5 altogether 5 aluminium 4 always 23 am 27 ambiguities 11 ambiguity 30 ambiguous 5 ames 4 amino 11 amino 4 among 4 amongst 9 amount 85 amounts 6 amulet 4 amulet3 4 an 5 analogue 3 analyse 38 analyse 4 analysed 13 analyses 4 analysing 10 analysis 78
  7. 7. analytic 2 analytical 4 analyzer 4 anaphora 10 anatomic 7 anatomist 7 anatomy 28 and 40 and/ 4 and/or 33 andromda 5 angela 3 angle 8 animal 6 animals 16 animated 10 animating 7 animation 43 animator 10 annotated 11 annotating 6 annotation 19 annotation acs 1 anomaly 3 another 74 answer 20 answering---need 5 answers 95 answsers 5 ant 36 anticipated 6 anticipating 4 ants 12 any 135 anyhuman-generated4 anyone 5 anything 3 anywhere 4 ap 44 api 23 apparent 5 appeal 3 appear 9 appears 15 appliances 4 applicability 9 applicable 4 applicaiton 6 application 108 applications 91 applied 84
  8. 8. apply 38 applying 25 appointment 3 appopriate 5 appreciation 5 approach 123 approached 4 approaches 49 appropriate 38 appropriately 4 approved 3 approximate 7 approximately 6 approximately-greedy 6 approximations 6 april 5 aps 4 apt 30 aqp 8 ar 1 4 ar 2 4 ar 3 4 ar 4 4 arbitrary 4 architect 4 architectural 9 architecture 68 architecture a 1 architecture 4 architecture/library 4 architectures 25 archived 4 area 63 area 4 areas 24 arguably 5 argued 3 argument 28 argumentation 20 arguments 8 arid 4 arise 12 arises 4 arithmetic 2 arithmetical 5 arm 26 arnold 4 around 56 arranged 2 arrangement 17 arrays 3
  9. 9. arrived 5 artech 5 artificial 22 artificially 3 artist 5 as 16 ascending 5 ascii 5 ash 3 asic 4 ask 5 asked 5 asking 16 aspect 5 aspectbench 4 aspectj 12 aspects 22 assemble 14 assembled 5 assembler 4 assembler/disassembler 4 assemblies 10 assembly 4 assess-by-computer 5 assessment 62 assessments 20 assigment 9 assignment 5 assist 13 assistance 11 assisted 15 associated 23 associative 3 assumes 10 assuming 4 assumption 6 assumptions 8 assurance 3 astrazeneca 3 astra-zeneca 3 astronomy 7 asynchronous 77 at 353 at 4 atacama 8 ate 5 atomic 9 atoms 15 atop 4 attach 7 attached 6
  10. 10. attaching 6 attachment 18 attack 12 attacks 13 attempt 35 attempting 13 attempto 5 attempts 19 attendance 4 attention 7 attitude 4 attractive 5 attributed 6 attributes 12 auctioning 1 audience 2 audio/video 3 audit 3 authentication 40 authorisation 5 authorised 7 authors 14 automate 14 automated 48 automatic 19 automatically 56 automatically 8 autonomous 20 autonomously 4 availability 16 available 152 avatar 12 avatars 4 avatar's 4 avenue 6 average 8 averaging 6 avertising 3 avoid 20 avoidance 5 avoided 5 avoiding 7 away 12 axioms 4 back 20 backgammon 6 background 58 bad 9 balance 21 balsa 5 band 8
  11. 11. bands 4 bandwidth 4 bank 3 banking 6 barrier 14 barry 11 barry@man ac uk 3 barto 6 base 11 based 204 based-on 5 basic 70 basically 12 basil 5 basing 3 basis 25 battery 5 bayes 6 bayesian 33 bayley 4 bb2 3 bc04m 3 3 bc05m 1 3 bc05m 2 3 be 4 be 16 beacons 3 beale 3 bean 4 beans 6 beautiful 4 because 85 become 29 becomes 14 becoming 20 becuase 5 beech 3 beekeeper 5 been 302 been 12 before 27 beginning 10 begun 4 behave 6 behaviour 115 behaviour 4 behavioural 10 behaviours 8 behind 5 being 81 believe 4
  12. 12. believed 4 believes 19 below 25 below] 8 beneficial 11 benefit 5 berkel 4 berkel's 4 best 92 beter 4 better 74 between 173 between 1 beyond 22 bfo 8 biases 18 big 20 bigraph 6 bigraphs 9 bill 4 binaries 4 binary 19 binary 4 bind 3 binding 13 bio 14 bioinformaticians 27 bioinformatics 99 bio-java/perl/python5 biological 57 biological 8 biologist 4 biologists 8 biology 90 biology 16 biomarker 2 biometric 4 biometrics 4 bit 25 bit-errors 18 bits 14 blackwell 5 blast 5 blend 4 blind 5 blindness 3 blindness' 3 bloat 4 bloated 12 bloating 1 blocks 8
  13. 13. bluetooth 7 bluffing 6 blurb 3 bmg 3 bob 10 bodies 7 body 72 bombarded 6 bonds 6 book 5 bootstrapping 6 boring 5 botanical 6 botany 9 both 113 both 4 both? 6 bothâ 3 bounced 4 bound 4 boundary 35 bounded 4 box 8 boy 10 boys 10 branch 24 branches 25 branching 3 breadth-first 4 break 3 breast 1 breeding 8 brief 4 bring 5 broad 6 broad 4 broadband 16 broadcast 8 broadcasts 8 broker 3 brooke 6 brought 2 browse 6 browsing 6 b-toolkit 9 budget 4 buffers 4 build 117 building 87 buildings 6 builds 5
  14. 14. built 43 built-up 5 buiold 4 burg 1 burs 2 but 271 buying 4 by 13 bytecode 2 bytecodes 3 c/c++ 39 c/opengl 4 c++ 47 caa 15 cable/satellite 4 cache 4 cad 8 cag 5 cag 1 5 cag 2 5 cag 3 5 cag 4 5 cag 5 5 cag 6 5 calculate 7 calculates 4 calculation 40 calculations 8 calculus 7 california 8 call 14 called 53 calling 8 cambridge 19 camera 13 cameras 9 cancer 3 candidate 23 candidates 22 candidate's 5 cannot 35 can't 1 capabilities 15 capability 3 capable 13 capacity 6 capture 35 captured 27 capturing 12 car 6 carapace 16
  15. 15. carapace 8 card 27 cards 11 cardsorting 7 card-sorting 7 care 10 careful 4 carefully 6 carlson 5 carole 15 carpenter 15 carpentry-interpretation 5 carried 49 carry 31 carrying 6 cascades 4 case 72 cases 31 case-studies 3 case-study 3 catalogue 6 cataloguing 6 cataphora 5 categories 18 categoriess 7 categorise 6 causal 30 causality 12 cause 13 caused 10 causes 14 cbd 18 cck 5 ccl 4 ccw 4 cdrom 3 c-element 4 c-element 4 c-elements 4 cell 11 cells 21 cell-to-cell 4 cellular 25 center 4 centred 8 ceramic 6 certain 33 certainly 5 certificates 6 cfs-pml 4 ch8 5
  16. 16. ch9 5 chain 15 challenge 32 challenges 5 challenging 21 chance 3 changable 4 change 56 changed 5 changes 65 changes 4 changing 20 channel 3 channels 3 chapter 10 character 5 characterise 12 characterised 5 characteristic 6 characteristically 5 characteristics 8 characters 15 charge 4 chateau 2 chat-room 3 cheap 6 cheateau 2 check 6 check' 3 checkers 10 checking 9 checks 10 cheetham 3 chemical 12 chemicals 12 chemist 3 chemistry 9 chemists 6 cheshire 1 chi 5 chiba 5 chicago 10 chien 5 children 1 chip 58 choice 44 choices 5 choose 16 chooses 8 choosing 4 chose 11
  17. 17. chosen 19 chris 15 chump 4 chunks 4 cinema 12 circles 4 circuit 20 circuits 19 circular 4 circumstances 21 claimed 6 claims 3 c-language 4 clare 4 clare bayley@mbs ac uk 2 clarity 2 class 37 classads 3 classes 22 classic 2 classification 12 classification 4 classifications 28 classifier 12 classifiers 6 classifies 5 cleaner 1 clear 32 clearly 20 clef 8 clicking 5 client 5 client/server 3 client-side 5 climbing 5 clinergy/pen&pad 1 clinical 4 clinicians 1 clip 12 clips 2 clock 19 clocked 8 close 14 closely 17 closer 4 clues 15 clusers 5 cluster 10 cml 6 code 122 codes 21
  18. 18. coding 5 coding' 3 coefficient 4 co-evolution 6 co-evolutionary 6 co-evolving 3 cohse 3 collaboration 30 collaborative 43 collapsed 6 colleagues 16 collect 5 collected 8 collection 6 collections 5 colliding 5 colonies 6 colony 36 colorful 4 colour 3 coloured 4 colours 5 column 5 com 6 combination 9 combine 17 combined 6 combining 12 come 28 comes 22 comfortably 5 coming 3 command 6 commands 4 commence 1 commercial 8 commercially 7 commerically 5 commissioning 4 committee 16 common 64 commonly 4 commonly-encountered 5 commonplace 6 communicate 4 communication 36 communications 26 communities 3 community 29 community-based 5 companies 6
  19. 19. company 3 compare 15 compared 14 comparing 12 comparison 13 compensate 6 compensated 3 compensation 4 compete 5 competent 4 competing 9 competitive 4 compilation 23 compilation-simulation-synthesis 4 compiled 18 compiler 35 compilers 9 compiles 1 compiling 6 complete 19 completed 6 completely 14 completeness 16 completing 4 completion 4 complex 90 complexes 3 complexity 24 complicated 15 complication 1 complies 6 component 45 component-based 12 components 137 compose 6 composed 6 composites 6 composition 6 comprehensive 4 comprise 3 comprises 5 comprising 4 compromised 1 compuational 4 computaion 4 computation 47 computational 55 computationally 9 computations 3 compute 20 computed 35
  20. 20. computer 233 computer 16 computer-aided 5 computer-assisted 5 computers 39 computes 9 computing 91 computing/networking 1 concealment' 3 concenred 5 concentrate 12 concentrates 4 concentration 3 concept 38 concept-guided 1 concepts 54 conceptual 4 concern 9 concerned 18 concerning 8 concerns 8 conclude 3 conclusive 4 concrete 4 concurrent 3 condition 20 condition 4 conditions 23 condor 6 conduct 11 conducted 22 conductivity 8 conference 37 conferencing 13 configurable 4 configuration 21 configurations 6 confine 3 confirmed 4 conflict 2 conformant 10 conforms 4 confronted 4 congestion 4 conjecture 5 conjunction 7 connect 6 connected 11 connecting 22 connections 3 connectivity 4
  21. 21. connector 6 connectors 36 conscious 8 consequence 5 consequences 1 consequencies 1 consequently 6 conservative 2 consider 58 considerable 7 considerably 5 consideration 12 considerations 5 considered 27 considering 4 considers 2 consist 2 consistency 5 consistent 16 consists 7 consortium 1 constant 16 constantly 6 constants 10 constrained 8 constraining 5 constraint 4 constraints 23 constrict 4 construct 8 constructed 30 constructing 5 construction 9 constructions 10 constructors 4 consulting 7 consumer 6 consuming 11 consumption 13 contact 27 containing 3 contains 2 contending 4 content 19 'contention 6 contents 14 context 47 context 3 context-aware 2 contexts 11 context-sensitive 5
  22. 22. contextual 3 continuous 5 contract 6 contract-compliant12 contracts 25 contraits 4 contrast 3 contribute 6 contributing 3 contribution 5 control 175 control' 3 control-flow 1 controllable 4 controlled 62 controller 16 controlling 5 controls 12 controversial 8 conventional 15 convergence 7 converging 3 conversely 7 conversion 3 convert 3 converts 13 convey 5 conveying 4 conviction 10 convolutional 30 'convolutional 3 co-od 7 co-od/hyontuse 7 co-ode 17 co-ode/hyontuse 1 cook 5 cooks 5 cooling 4 cooperate 4 cooperation 4 cooperative 20 coordinated 20 co-ordination 7 cope 9 copies 5 coping 5 co-polymers 4 copy 4 corba 6 cordless 3 core 17
  23. 23. cores 1 corpus 3 correct 41 correcting 5 correction 4 correctly 23 correctness 6 correlations 12 correspond 5 corresponding 9 corresponds 5 cortex 4 coruse 7 cost 27 costly 4 could 157 council 7 counter 4 countering 1 counterparts 5 country 4 couple 5 coupled 14 course 77 courses 6 cover 1 coverage 4 covering 2 coverings 3 cpu 12 cpus 5 cpu's 4 crc 3 create 53 created 30 creates 6 creating 30 creating 8 creation 4 creative 3 creators 4 creatures 4 credibility 3 crete 15 criteria 3 critical 5 critically 8 cross-talk 4 crucially 5 crystal 6 cs 19
  24. 24. cs2241 15 cs3421 5 cs643 3 cs646 26 cs648 3 csli 5 cues 5 curation 5 curators 5 current 99 currently 67 curriculum 5 cursor 5 curve 3 curved 4 curved 4 customer 4 customer s 2 customisable 15 cutting-edge 1 cv 1 cve 5 cves 5 cvev 4 cycle 43 cycle 4 'cyclic 3 dae 1 4 dae 2 4 dae 3 4 dae 4 4 daigrams 6 damage 6 damaged 18 daml+oil 20 damping 5 dangerous 2 data 407 data 4 data 4 database 18 databases 13 dataset 17 datastores 1 date 5 dates 9 day 3 day-to-day 2 dbt 1 dcf 3 deadlock 9
  25. 25. deadlock-checking 3 deal 78 dealing 4 deals 3 dealt 5 dean kuo@manchester ac uk 1 debate 2 debug 1 debugger 4 debuggers 4 debugging 3 decades 3 decidable 8 decision 26 decision-making 4 decisions 4 decisions 4 declaratively 4 decoder 19 decoders 5 decoding 27 decomposition 6 decrease 6 dedicated 9 deemter 5 deepen 4 deficiency 3 define 19 defined 29 defining 18 definitely 4 definition 19 definitions 5 defnintions 5 deform 6 deformation 6 degrades 5 degree 10 degree? 4 degree-of-freedom 6 degrees 6 delay 10 delay 4 delayed 12 delays 4 deliberately 2 deliver 4 deliverable 4 delivered 10 delivering 6 delivery 12
  26. 26. demand 12 demanding 11 demonstrate 23 demonstrated 7 demonstrating 2 demonstration 1 demonstrators 7 denotational 2 department 24 department's 8 depend 15 dependencies 8 dependent 25 depending 9 depends 17 depends 4 depennd 5 depicted 4 depictions 4 depleted 6 deployed 7 deployment 16 deployment-phase 12 deposited 6 depth 44 der 2 3 der 3 3 der1 3 de-referencing 5 derive 22 derived 4 descending 5 describe 40 described 21 describes 17 describing 10 description 155 description 4 descriptions 54 descriptive 3 desert 4 deserts 4 design 314 designed 62 designers 6 designer's 5 designers 4 designing 24 design-phase 12 designs 15 designs 4
  27. 27. desirable 57 desire 4 desired 14 desks 4 desktop 2 despises 5 despite 16 destination 20 destined 5 detail 40 detailed 9 details 59 details 1 detect 7 detected 3 detecting 7 detection 29 deteriorates 9 deterioration 4 determine 55 determined 6 determines 8 determing 5 determining 4 develop 153 develop 1 developed 205 developedâ 3 developer 7 developing 74 development 179 development 4 developments 9 develops 4 device 4 devices 25 devices 4 devise 13 devise 4 devised 3 devoured 5 dfs 3 diabetes 1 diagnose 2 diagnosed 2 diagnosis 1 diagnostic 7 diagnostics 2 diagram 12 diagrams 72 dialogue 9
  28. 28. dialogues 9 diassembler 4 diblock 4 dictionaries 5 dictionaries/spell 10 dictionary 20 did 8 die 1 differ 5 difference 17 different 315 different 4 differential 3 differently 12 differing 3 difficult 109 difficulties 4 difficulty 4 diffusion 3 digital 41 dimension 12 dimensional 12 dimensions 4 dimers 3 dimmic 6 diplopia 15 direct 34 directed 7 direction 29 directions 26 directly 17 directly 4 disabled 23 discarded 24 discarding 4 discharging 3 disciplines 13 discontinuities 4 discounted 6 discover 27 discovered 10 discovery 50 discrete 9 discretization 20 discretized 4 discriminant 12 discriminants 6 discrimination 5 discuss 16 discussion 7 discussions 8
  29. 29. disease 1 diseases 3 disjoint 5 disk 12 disks 4 dislike 6 disparities 5 dispersion 12 display 33 displayed 4 displaying 6 displays 10 disruption 2 dissertation 6 dissimilar 2 distance 32 distance? 5 distant 5 distinguish 9 distinguishes 5 distortion 11 distortions 10 distracted 5 distribute 4 distributed 41 distribution 30 distributive/collective 5 diverse 10 diversity 6 divides 1 dix 6 dk1 2 1 dl 6 dl-safe 4 dlx 1 do 135 document 32 documentation 5 documented 3 documents 30 does 53 doesn't 13 dog 5 doing 10 dolce 16 domain 126 domain fd-fdtd 4 domains 11 domain-specific 12 dominatethe 5 done 73
  30. 30. don't 48 dorigo 6 dorigo's 6 dot 10 dotty 1 double 5 down 9 down-link 4 download 2 downloaded 5 dr 38 draw 9 drawing 16 drawings 4 drawn 8 drift 6 drifts 6 driven 6 driver 3 drives 4 drug 3 dsm-4 7 dsp 33 dsps 10 duck 5 due 57 dump 12 durbin 3 during 98 dynamic 44 dynamical 4 dynamically 17 dynamics 31 dynamorio 4 dynmically 5 eg 94 each 187 each 4 eagle 60 eagle-like 4 eaglets 8 earlier 1 early 8 earth 4 ease 6 easier 1 easily 28 easy 56 ecad 1 echoes 5 economic 2
  31. 31. edge 8 edges 8 edited 6 editing 20 editor 19 editors 6 eds 10 education 3 educational 8 educators 4 effect 54 effective 45 effectively 19 effectively 4 effectiveness 6 effects 5 efficiency 21 efficient 66 efficiently 21 effort 22 efforts 7 eg 21 eigenfrequencies 6 eigenmodes 6 eighteenth 6 either 42 elaboration 1 elapsed 8 elastic 8 election 8 electric 6 electricity 4 electromagnetic 8 electronic 15 element 40 elements 4 elicitation 46 eligible 4 eliminate 4 elimination 3 else 6 elucidate 6 email 10 embarked 12 embedded 4 embodies 5 emerge 3 emerged 3 emerging 8 emission 5 emits 5
  32. 32. emitted 4 'emotional' 6 emphasises 5 empirical 6 employed 5 employs 5 emulates 3 emulating 4 emulator 14 emulators 4 enable 55 enables 6 enabling 27 encapsulated 6 encapsulation 1 encode 10 encoded 10 encodes 5 encoding 1 encompass 2 encourage 2 end 12 endangered 4 end-to-end 5 energy 46 enforcing 4 engage 2 engine 10 engineer 3 engineering 14 engineers 3 engineer's 5 engines 13 english 23 enhance 5 enjoys 6 enlightened 4 enough 26 enquiry 4 ensemble 24 ensembles 12 ensure 19 entail 2 entering 5 enterprise 6 enthusiasm 4 enthusiastic 4 entire 4 entirely 4 entities 4 entry 5
  33. 33. environment 198 environmental 5 environments 68 envisaged 23 e-participation 4 epistemics 8 e-polling 2 equation 4 equations 16 equilibrium 4 equipment 50 equipped 4 equivalent 21 er 30 eretmochelys 4 ergonomics 2 erroneous 4 error 20 error/fault 4 error-prone 5 errors 7 e-science 8 esential 6 especially 14 essence 9 essential 48 essentially 6 estimate 8 estimated 4 estimates 6 estimating 3 estimation 9 eswc 15 et 21 etc 138 etc 3 eu 4 european 25 eurotherm 6 evaluate 46 evaluate 1 evaluated 15 evaluatedon 4 evaluating 9 evaluation 30 evans 4 even 56 event 4 events 5 ever 8 every 86
  34. 34. everyday 4 evidence 7 evident 4 evolution 27 evolutionary 24 evolvable 6 evolve 5 evolved 9 evolving 4 exact 6 exactly 6 exactly? 5 exam 30 examine 11 examined 5 examining 8 example 196 example ? 5 examples 47 examples? 5 exams 20 excessive 3 excessively 6 exchange 31 excited 12 exciting 8 exclusively 7 executable 10 executableinstructions 5 execute 11 executed 29 executes 1 executing 15 execution 55 executive 4 exemplified 5 exercise 3 exercises 10 exhibit 6 exhibiting 6 exist 31 existing 114 exists 23 expanded 4 expanding 4 expansion 10 expansive 4 expect 33 expectation 4 expectations 4 expected 83
  35. 35. expense 7 expenses 1 expensive 32 experience 105 experiment 29 experimental 93 experimentalists 4 experimentally 12 experimenting 4 experiments 95 expert 5 expertise 9 experts 41 experts' 8 explain 2 explained 4 explicitly 5 exploit 7 exploitation 6 exploited 1 exploiting 10 exploration 31 exploratory 10 exploratory 4 explore 97 explored 20 exploring 16 express 98 express/uml/ & 5 expressed 4 expression 10 expressions 20 expressive 4 expressivity 4 extant 4 extend 46 extended 61 extending 30 extends 5 extensible 8 extension 22 extensions 15 extensive 6 extensively 3 extent 20 extentions 4 external 13 extinction 4 extra 11 extract 22 extracted 4
  36. 36. extracting 13 extraction 12 eye-gaze 4 eyes 5 face 7 faces 3 face-to-face 3 facial 15 facilitate 4 facilities 33 facility 9 facilties 3 fact 25 factor 4 factors 16 facts 7 fail 5 failed 1 fails 3 failure 3 fair 8 fairly 14 familiar 20 familiarity 14 familier 4 far 24 fascinating 3 fashion 11 fast 22 faster 25 fault 8 fault 1 fault-tolerant 1 favoured 5 favourite 4 fc 1 4 fc 2 4 fc 3 4 fc 4 4 fd-fdtd 40 fdtd 48 fealty 10 feasibility 5 feasible 16 feature 28 feature---during 5 features 50 featuring 5 february 1 fec 9 feed 12
  37. 37. feedback 21 feedback-directed 1 feel 6 feeling 4 feelings 12 feet 5 felt 2 feta 30 fetched 8 fetching 4 few 59 fewer 3 fft 4 ffts 4 field 36 field 4 fields 49 figure 10 figures 6 file 10 filer 10 files 14 filter 4 filtering 5 final 15 finalise 3 finally 3 financial 14 find 63 finder 10 finding 22 finding 4 fine 15 fine-grained 4 finer 4 fine-tune 4 fine-tuning 6 finger 29 fingering 8 fingers 19 finite 42 finite-difference 8 finlay 3 firemen 5 firm 5 first 81 firstly 4 first-order 5 fit 3 fitness 18 fitting 6
  38. 38. fitting 5 five 12 fix 8 fixed 21 fixpoint 4 flat 9 flavours 4 flaws 7 flexibility 3 flexible 18 flexibly 8 flexurally 6 floating 5 floor 3 floras 6 flow 20 fluctuations 7 fluency 8 fma 21 focus 10 focussed 4 focussing 3 foliage 9 follow 13 followed 10 following 55 follows 18 font 12 food 12 for 15 foraging 18 force 31 force-field 5 forces 5 foreign 5 forest 3 forget 9 fork 4 forks 4 form 80 form 4 formal 65 formalisation 3 formalised 8 formalism 28 formalisms 4 formally 24 formally-based 6 formalsoftware 3 format 16 formation 6
  39. 39. formative 10 formed 6 former 10 forms 42 formula 4 forth 22 forthcoming 6 fortran 38 fortran77/95 4 forum 3 forums 4 forward 11 forwarded 8 forwarder 24 found 11 foundation 5 foundational 7 foundations 8 founded 6 four 33 fourier 4 fourth 9 fractional 5 fragment 25 fragmentation 4 fragmented 6 fragments 35 frame 11 framework 76 frameworks 9 francis 5 fraud 3 fraud/forgery 1 free 41 freedom 17 freefluo-taverna 1 freely 7 french 7 frequencies 12 frequency 57 frequency 4 frequently 5 friendly 5 friendly' 3 friend-or-foe 6 from 4 front 9 frontier 4 frontline 3 fuel 6 fuge 4
  40. 40. fulfils 5 full 11 fuller 1 fully 19 fun 5 function 81 functional 58 functionalities 6 functionality 15 functions 54 functions 4 fundamental 6 fundamentally 4 fundamentals 5 funthiction 6 further 51 furthermore 23 fuse 5 future 55 future 4 fuunction 4 fuzzy 2 fwd 4 g 5 ga 6 gadgets 4 gain 20 galen 7 game 9 games 36 gaming 5 garbage 1 gate 18 gather 7 gathered 8 gave 5 gaze 12 gdb 2 genbank 5 gene 4 general 91 generalisation 6 generalise 4 generalised 6 generalising 7 generalization 6 generally 34 general-purpose 14 general-sum 6 generate 69 generated 58
  41. 41. generates 7 generating 46 generation 38 generations 1 generative 5 generator 5 generator 4 generatred 4 generic 11 generics 10 genes 4 genetic 43 genetic 4 genie 4 genome 16 genome 4 genomics 16 geographical 3 geographically 5 geometric 5 geometry 11 geopriv 4 gerald 6 germany 4 gestures 12 get 57 gets 6 girl 10 girls 15 give 26 given 101 gives 21 gives 4 giving 5 glencross 3 global 11 globally 10 globus 3 glue 11 gnu 5 go 12 goal 123 goals 25 goal-set 4 goble 40 golden 3 good 103 google 15 government 5 governor 4 gp 24
  42. 42. gpcr 8 gpcrs 8 gpl 9 gpu 5 gradually 4 grail 5 grammar 5 grammars 4 grammatical 15 grand 6 grande} 3 granted 5 graph 48 graphical 53 graphically 9 graphics 67 graphics-based 4 graphing 4 graphs 7 graphviz 5 grasp 5 grasshopper 1 gravity 9 great 33 greater 5 greatly 11 greece 15 greedy 12 greenwood 20 greg 5 grid 76 grids 8 gridsphere 10 grip 6 ground 5 group 105 groups 6 group's 8 grow 10 growing 17 grown 4 grows 12 growth 11 gsi 3 gsm 3 gtk 5 guarantee 3 guess 5 gui 17 guide 22 guided 14
  43. 43. guidelines 6 guides 4 guiding 5 guts 3 gxb 1 6 gxb 2 6 gxb 3 6 gxb 4 6 gxb 5 6 gxb 6 6 had 4 haegeman 5 half 16 hall 5 hamming 5 hand 41 hand 4 hand-analysed 5 hand-analysis 5 hand-crafted 4 handicapped 7 handle 29 handling 14 handshake 12 handshake 4 handshaking 6 happen 4 happened 5 happening 5 happens 14 happy 8 haptic 5 haptics 5 hard 32 hard-copy 3 harder 5 harding 6 hardware 131 hard-wired 2 harnessing 6 hash 3 have 606 have 12 having 16 hawksbill 8 hazard 1 hazards 4 hb 1 4 hb 2 4 hb 3 4 hb 4 8
  44. 44. hb 5 4 hcc 5 hcca 65 hci 12 he 5 head 18 headers 6 head-mounted 5 headphones 15 head-tracked 5 health 18 healthcare 7 heavily 9 heavyweight 3 hedge 5 height 8 held 13 helical 4 helices 4 help 76 helpful 14 helping 2 hence 10 her 5 heraklion 15 here 48 heterogeneous 3 heuristics 12 hidden 12 hierarchical 13 hierarchy 7 high 69 high-dimensional 3 higher 27 high-level 15 highlighed 5 highlight 12 highlighting 13 highly 33 high-performance 3 him 10 him/himself 5 himself 10 hint 4 hiperlan-2 4 hiperlan-ii 4 his 5 historical 9 hits 4 hoefler 5 hold 27
  45. 45. holds 4 holes 4 holmes 25 holmes/watson 5 holy 5 home 44 hop 8 hop-count 4 hope 4 hopefully 12 hoping 4 hops 20 horizon 4 hormones 4 horrid 6 host 8 hosting 12 hosts 3 hot 1 hour 3 hours 6 house 14 house 3 how 206 however 241 however 8 href= http //twiki mygrid info/twiki/pub/mygrid/serviceontologies/mygrid_service_ontology_02 pdf > 5 html 9 http //aig cs man ac 5uk/research/cohap/cohap php http //crasar csee usf edu/research/publications htm 6 http //iridia ulb ac be/~mdorigo/aco/aco html 6 http //ontology buffalo edu/bfo/ 8 http //openr aibo com/openr/eng/index php 6 http //www cag lcs mit edu/dynamorio 4 http //www cohse semanticweb org/ 1 http //www cs man ac uk/~ipratt/papers/nat_lang/aij-3206 ps 5 http //www cs man ac uk/~ipratt/papers/nat_lang/jolli04 ps 5 http //www cs man ac uk/robotics/research/medical/pneumatic html 6 http //www cs man ac uk/robotics/robots/nuffield_arm jpg 6 http //www cs manchester ac uk/ai/public/multiflora/ 3 http //www dspguide com pdfbook htm 5 http //www epistemics co uk/notes/63-0-0 htm 1 http //www genetic-programming org 4 http //www ggf org 3 http //www ggf org/ggf_areas_compute htm 1 http //www gridforum org 3 http //www grid-interoperability org 3 http //www ieeexpore org 1 http //www ifi unizh 5 ch/attempto/publications/index html http //www mech-eng leeds ac uk/cardiacassist/piezo htm 6 http //www mygrid org uk 1
  46. 46. http //www permis org1 http //www realitygrid org 3 http //www siggraph org/education/materials/hypergraph/raytrace/rtrace0 htm 2 http //www sve man3ac uk/general/staff/brooke http //www sve man3ac uk/research/atoz/ilct http //www unigrids3 org http //www w3 org/2001/sw/bestpractices/ 1 http //www-ui is s u-tokyo ac jp/~takeo/research/chateau/chateau htm 4 https //forge gridforum org/projects/ogsi-wg 3 hubbold 5 hubs 4 huge 10 hughes 2 human 109 human 4 human-computer 27 human-human 3 human-machine 3 humanoid 18 human-robot 6 humans 54 hundred 8 hundreds 8 hybrid 6 hypothesis 36 hypothesis 4 hypothesised 6 ie 50 i126-i135 3 ian 10 ibm 3 icarus 5 id 5 ide 6 ide implemented 3 idea 62 ideally 11 ideas 69 identification 21 identification 3 identification? 3 identified 8 identifies 3 identify 51 identifying 19 idioms 5 idiosyncratic 7 ids 3 idss 3 ie 3 ieee 27
  47. 47. ieee802 11 13 ieee802 11e 3 iep-h 1 5 iep-h 2 5 iep-h 3 5 iep-h 4 5 iep-h 5 5 ietf 3 if 188 ifi-2004 03 5 igarashi 2 ignored 3 ignoring 8 ij th 5 ill- 4 illness 1 illumination 2 illusion 5 image 43 image-based 4 images 37 imagine 12 imaging 1 imaging 3 imbricata 4 immediate 11 immediately 11 immense 4 impact 14 impacts 2 impaired 7 impairment 5 impedance 12 imperative 2 implement 98 implementation 185 implementations 72 implemented 62 implementing 64 implementors 9 implements 5 implication 10 implicit 4 implment 6 importance 3 important 62 importantly 4 impose 5 imposed 3 impossible 6 improve 28
  48. 48. improved 21 improvement 5 improving 8 in 16 inappropriate 6 inbuilt 3 inc 9 inchworm 6 include 68 included 14 includes 9 including 48 inconsistent 6 incorporate 12 incorporated 9 incorporating 4 incorrect 8 increase 25 increases 22 increasing 8 increasingly 8 incredibly 4 incremental 4 ind 1 2 ind 2 2 indeed 16 independent 19 independently 14 indian 4 indicated 5 indicates 9 indication 4 indicator 8 individual 28 individual 4 individuals 3 indoor 8 induce 5 industrial 15 industry 11 industry-standard 8 inefficiency 4 inefficient 4 inertia 5 inevitably 5 inexplicable 4 infeasible 4 infer 10 inference 18 inferred 6 infers 6
  49. 49. infinite 8 infinitely 4 infinity 4 in-flight 4 influence 4 influences 6 informal 7 informatics 20 information 210 information/data 15 informations 3 informed 5 infrastructure 35 infrastructures 4 inhomogeneous 4 in-house 24 initial 10 initialization 5 initialize 4 initially 11 initiative 9 injured 6 injury 6 ink-stick-and-dead 5 ink-stick-and-dead-tree 5 in-memory 5 innovation 3 innovative 2 input 37 input/outputs 4 input-output 18 inputs 24 inserting 6 insiders 6 insights 4 insoluble 5 inspect 14 inspection 4 instance 35 instances 29 instantaneous 4 instead 10 institute 3 institution 3 institutions 7 instrcution 4 instruction 58 instructions 91 instrumentation 6 insufficient 6 integral 2
  50. 50. integrate 16 integrated 20 integrating 18 integration 13 integrity 1 intelligence 11 intelligent 17 intelligible 1 intend 36 intended 32 intensive 5 intent 4 intention 2 interact 63 interact? 6 interacting 20 interaction 81 interaction 12 interactions 15 interactive 60 interactively 4 interactome 4 'interactome' 4 interchangeably 5 interest 102 interested 63 interesting 37 interests 6 interface 87 interfaces 52 interfacing 3 interference 4 interfering 4 inter-instruction 4 intermediate 8 internal 17 internal 8 internally 3 international 37 internet 38 interoperability 13 interpret 5 interpretation 3 interpretation/execution 4 interpreted 6 interpreters 12 interpreting 5 interpretting 1 inter-pupilary 5 interrelationships 5 inter-relationships 3
  51. 51. interrupt 28 interval 37 interval-based 3 intervals 4 intervention 4 interwork 1 intial 7 into 254 into 8 intonation 3 intricate 3 introduce 4 introduced 18 introduces 5 introducing 10 introduction 14 intruder 1 intrusion 6 intuition 8 intuitions 4 invaluable 6 inversely 5 invert 4 investiagate 4 investigate 113 investigated 28 investigates 8 investigating 7 investigation 34 investigation 1 investigative 4 involve 80 involve 4 involved 31 involvement 12 involves 42 involving 27 ip 13 ip' 3 ipd 20 ipsec 1 ipv6 1 irregular 4 irreparable 9 irreparably 15 is 12 isa 4 isn't 8 iso 50 isochronic 8 isolation 4
  52. 52. isses 5 issue 25 issued 8 issues 51 issuing 4 it 4 it? 10 it403 3 italians 10 item 15 items 4 items 4 ith 5 its 138 it's 21 its 8 it---say 6 itself 42 itusing 2 iw 6 jam 1 1 jam 2 1 jam 3 1 jam 4 1 jam 5 1 jam 6 1 jam 7 1 jam 8 1 jam 9 1 jamaica 10 japan 5 java 169 java-3d 4 java-based 3 javabeans 6 jdg 4 jdg 1 4 jdg 2 4 jdg 3 4 jdg 4 4 jeffry 5 jeremy 1 jess 8 jikes 7 jikesrvm 2 jini 3 jit 4 jitter 3 jjm 1 4 jjm 2 4 jjm 3 4
  53. 53. jjm 4 4 jls 1 6 jls 2 6 jls 3 6 jls 4 6 jls 5 6 jls 6 6 jmb 1 3 jmb 2 3 jmb 3 3 job 13 john 24 john brooke@manchester ac uk 3 johnson 6 joint 10 jointly 13 joule 3 journal 25 journey 4 journeys 2 jrogers@cs man ac uk 1 js 1 5 js 2 5 js 3 5 js 4 5 js 5 5 js 6 5 jsdl 13 jth 5 judea 6 judgement 10 judgements 5 judging 6 jump 8 jumps 20 just 12 jvm 4 jvms 1 jvm's 1 k9 4 karlsruhe 8 kaufmann 6 kbit/s 8 kcachegrind 1 keen 3 keeping 7 keeps 1 key 24 keyboard 9 keyboards 4 keys 9
  54. 54. keyword 10 keywords 6 kim 9 kind 15 kinds 3 kits 6 kkl 1 6 kkl 2 6 kkl 3 6 kkl 4 6 kkl 5 6 kmd 8 k-nearest 6 know 44 knowledge 192 known 89 komodo 6 koza 4 lab 41 laboratory 18 laboriously 4 lack 8 lacking 3 laddering 29 'laddering' 7 lan 28 lan' 3 langauge 5 language 366 languageprocessing 5 languages 81 lans 11 laplace 3 laptops 3 large 83 large-format 5 largely 6 larger 13 larger 4 large-scale 19 last 21 late 3 latency 39 latent 3 later 15 lateral 6 latest 13 latex 10 latter 21 launch 10 launching 4
  55. 55. law 6 layer 15 layout 14 lead 12 leading 9 leading-edge 5 leads 14 leaf 3 leaks 6 learn 96 learnable 6 learned 4 learner 30 learners 12 learning 375 learns 12 least 32 leaving 12 lecture 2 lecturer 5 lectures 5 lee 5 left 24 legitimate 4 lemb 5 lemb 1 5 lemb 2 5 lemb 3 5 lemb 4 5 lemb 5 5 length 36 lengths 5 less 35 let 12 letter 1 letters 4 level 89 level 4 levels 15 lexical 8 lexicon 10 lexicons 5 library 36 licence 5 license 36 license-exempt 4 life 11 ligatures 6 light 4 lights 3 lightweight 9
  56. 56. light-weight 15 like 48 likely 39 likely 4 liliane 5 limit 8 limitations 9 limited 58 limits 9 line 17 linear 12 linearly 6 lines 21 linguistics 11 link 45 linked 7 linking 5 links 70 linux 5 linux/workstation 4 liquid 6 list 9 list 4 listener 3 lists 13 literature 22 little 15 littman 6 liu 3 live 2 living 1 lncs 15 load 8 loading 4 loads 4 local 18 localise 4 locally 5 located 3 location 36 location-aware 1 location-based 4 locations 15 logic 85 logical 27 logically 6 logic''artificial 5 logics 117 logs 3 london 5 long 45
  57. 57. longer 29 long-established 5 longitudinally 6 long-term 2 look 42 looking 17 looks 13 loop 3 loose 3 loosely 4 lord 15 loses 3 loss 6 lossy 4 lost 6 lot 21 lots 4 loves 15 low 21 lower 7 lowering 15 lower-level 4 lowest 9 low-level 22 low-mobility 4 lucida 3 lumps 6 m 10 mej 6 m sc 12 ma 10 mac 23 machine 131 machine? 5 machine-based 2 machine-readable 4 machines 20 macroscopic 18 made 51 magic 12 magic-genie 4 magnetic 33 magnetisation 12 magnetisations 4 magnetised 4 magnitudes 3 main 60 mainly 8 mainstream 1 maintain 9 major 45
  58. 58. majority 1 majoriy 5 make 117 makes 23 making 61 manage 4 management 25 management 3 managing 3 manchester 25 manets 1 manipulate 18 manipulated 5 manipulating 5 manipulation 15 manipulator 12 manner 7 manual 20 manually 8 manufacturing 10 many 232 map 5 mapped 4 mapping 16 mappings 3 marginal 5 mark 19 marked 10 marker 25 marker therefore 5 market 24 marketplace 3 markets 16 marking 94 markng 5 marks 30 markup 10 marries 5 martian 4 mary 5 mashhuda 3 mass 19 massive 10 match 5 matched 1 matching 12 material 75 materials 26 materio 6 mathematical 33 mathematically 1
  59. 59. mathematics 9 maths 9 matlab 32 matrices 3 matrix 23 matter 10 maturity 4 maverick 6 maverik 20 maverik++ 25 maximum 13 maximum 4 maximum-likelihood3 maxwell 4 maxwell's 8 may 295 may june 15 mbit/s 8 mbs 2 mcgee 5 mcgraw-hill 5 mcmc 3 mda 5 me 9 mean 15 meaning 24 meaningful 8 meanings 3 means 66 means 4 meant 5 measure 20 measurement 16 measurements 14 measures 12 measuring 8 mechanism 25 mechanisms 25 media 33 medical 28 medium 27 'medium 3 medium 4 medo 8 meet 11 meeting 5 meetings 8 members 42 membrane 20 memory 18 mental 1
  60. 60. mentioned 4 mentor 1 menu 5 merely 3 merged 5 merkle 3 message 7 messages 4 messengers 4 met 7 meta 4 metadata 11 meta-data 5 metal 4 meta-model 5 meta-models 5 method 62 method 3 methodologies 20 methodology 22 methods 95 metric 28 metrics 4 michael 6 microcode 8 micro-meter 6 microphones 6 microprocessor 4 microprocessors 12 microscopic 6 microsoft 7 microsystems 3 middleware 21 midi 3 might 89 miles 2 miller 6 million 4 millions 4 mimic 4 mimics 6 mind? 6 min-height 3 miniature 6 minima 4 minimal 7 minimise 1 minimised 4 minimises 5 minimize 4 minimized 3
  61. 61. minimizing 4 minimum 4 mining 20 minor 4 minutes 2 mir 1 mishne 5 misnamed 4 missing 4 missions 6 mis-spelling 5 mistakes 4 mit 16 mixed 16 mjr 25 mjrs 5 ml 3 mlj 4 mmw 1 3 mmw 2 3 mmw 3 3 mobile 67 mobility 3 mode 15 mode' 6 model 269 model-based 10 modeling 6 modelled 9 modelling 73 models 251 modern 28 modes 6 modest 5 modification 10 modifications 6 modified 1 modify 4 modifying 4 modular 12 modularisation 12 modulation 4 module 8 mof 20 mohammedi 4 molecular 17 molecule 28 molecules 51 monday 5 monitor 30 monitoring 37
  62. 62. monitoring 4 monitors 9 montreal 4 moodle 3 more 350 moreover 9 morgan 6 most 168 most 4 mostly 25 motion 35 motivated 16 motivation 5 motors 24 motorways 4 mouse 15 move 27 moved 6 movement 28 movements 23 moves 4 movies 4 moving 4 mpi message 4 mr 1 3 mr 2 3 mr 3 3 msc 175 mscs 4 much 110 multi 4 multi-agent 24 multi-dimensional 8 multi-dimesional 4 multi-disciplinary 3 multiflora 3 multi-hop 12 multi-language 5 multilayer 6 multi-level 4 multilingual 1 multimedia 5 multi-objective 6 multiplayer 5 multiple 31 multiplication 5 multiplications 4 multiplier 10 multipliers 4 multiply 6 multiply-accumulate0 1
  63. 63. multiplying 4 multipole 4 multiprocesors 1 multiprocessor 23 multiprocessors 1 multithreaded 1 murphy 6 muscettola 4 music 12 must 104 mutational 3 mutual 4 my 9 mygrid 80 mystery 4 nb 16 namely 19 nanoparticles 4 nanoscale 8 narrow 8 nasa 16 native 3 natural 130 nature 5 navigate 13 navigating 8 navigation 20 nb 3 near 23 nearby 10 nearer 4 nearest 8 neatly 3 neb 8 necessarily 7 necessary 39 need 115 needed 56 needed 4 needing 2 needs 90 negate 5 negatives 3 negotiating 3 negotiation 1 negotiation 1 neighbour 14 neither 1 nested 8 net 7 network 168
  64. 64. networked 13 networking 16 networks 171 neural 62 neuron 4 neurons 20 neurotransmitters 4 never 1 nevetheless 6 new 148 new 8 newman 6 nexptime-complete---relatively 5 next 17 nhs 21 nice 6 nice 4 nick 5 nielson 4 ning 3 ninth 6 nips 3 nle 20 nlp 3 nm 4 node 62 node 4 nodes 94 noise 13 nomencllature 7 non-classical 6 non-commercial 1 non-convex 6 non-dedicated 4 non-disclosure 5 none 12 non-linear 10 non-monotonic 6 nonverbal 6 non-visually 12 nor 2 normal 27 normalisation 5 normalise 5 normally 19 notations 7 note 17 noted 3 notes 13 notion 8 notwithstanding 5
  65. 65. novel 48 novice 4 now 66 nowadays 2 npf 1 4 npf 2 4 npf 3 4 npf 4 4 nputs 4 nudged 8 number 171 numbers 9 numeric 4 numerical 42 numerous 6 nwp 1 4 nwp 2 4 nwp 3 4 nwp 4 4 nz 1 4 nz 2 4 nz 3 4 nz 4 4 nz 5 1 oaks 3 object 61 objective 20 object-oriented 14 objects 88 object's 5 obligations 6 observation 8 observations 4 observed 10 observer 5 observers 8 obsolete? 6 obstacle 5 obstacles 15 obtain 9 obtained 26 obtaining 6 obtains 3 obvious 9 obviously 3 occupies 4 occur 14 occurred 7 occurrence 3 occurring 6 occurs 19
  66. 66. ocean 4 ode 3 odes 3 of 56 off 14 offer 30 offering 4 off-line 4 often 67 ogsi 3 olfactory 4 on 8 on^2 4 on-board 5 once 39 one 396 one 8 ones 17 one's 10 one-to-one 8 online 5 on-line 33 only 4 onto 4 ontoclean 8 ontoloclean 8 ontological 9 ontologies 177 ontology 261 ontology 4 ontology/terminology 7 onward 6 oo 10 open 55 open-book 5 opengl 9 opening 6 open-r 6 open-source 4 operand 4 operands 14 operate 17 operates 4 operating 8 operation 18 operational 3 operations 40 operator 12 operators 11 opinion 4 opportunities 7
  67. 67. opportunity 31 opposed 5 optical 6 optimal 11 optimally 6 optimisation 29 optimises 12 optimization 10 optimization 4 optimize 22 optimizing 4 optimum 13 option 5 optional 3 options 8 or 4 orchestrating 15 orchestration 4 order 114 order 4 orders 3 ordinary 3 organic 24 organisation 5 organise 8 oriented 26 original 9 originally 5 originate 4 os 3 other 300 other'' 5 other 4 others 15 others' 6 otherwise 22 otimised 4 our 83 out 142 outcome 10 outcomes 1 outdoor 4 outline 2 output 53 outputs 18 over 121 overall 29 overburdening 5 overcome 7 overfitting 18 overhead 8
  68. 68. overheads 7 overview 7 owl 132 owl-dl 7 owlviz 14 own 44 oxford 9 oxide 4 p p1 3 p p2 3 p p3 3 p p4 3 p[rovides 7 p3p 4 pabx 3 package 3 packages 14 packet 63 'packet 3 packet-oriented 4 packets 69 packets? 3 page 47 pages 63 paid 1 pairs 4 pangiotis 4 paper 5 papers 20 paradigm 22 paragraphs 6 parallax 15 parallel 51 parallelisation 1 parallelising 2 parallelism 3 parallelization 5 parallelizes 4 parameter 24 parameterised 4 parameters 128 parameters 4 parameters 4 park 1 parrot 2 parse 5 parser 10 parsers 10 parsing 14 part 60 part-answers 5
  69. 69. partial 10 partially 5 participants 20 participate 2 participation 2 particles 4 particuarly 5 particular 120 particular 4 particularly 33 parties 2 partitives 5 partly 2 parts 55 pass 9 passed 4 passing 8 passport 4 past 35 past ? 2 patch 6 path 11 paths 6 patient 3 patients 6 patients' 2 pattern 30 pattern-matching 3 patterns 36 paws 4 pay 1 pc 14 pcf 9 pcs 3 pda 1 pdas 10 pdf 6 pearcolator 2 pearl 6 peculiar 6 pedestrian 4 peer-to-peer 4 pefect 9 pelletier 5 penalty 4 people 30 peoples 4 per 21 perceive 5 perceived 8 perception 5
  70. 70. perceptions 2 perceptrons 6 perceptual 5 perfectly 4 perform 64 performance 106 performances 3 performed 32 performing 16 performs 5 perhaps 8 period 3 periodic 3 periodically 5 peripherals 3 perl 4 permeability 12 permis 1 permits 9 permittivity 12 permittivity 4 per-pixel 5 perplexing 5 person 12 personalised 1 personnel 8 perspectives 4 pertaining 3 perturbations 3 pervasive 5 pete 5 peters 5 petrol 6 peve 15 peve html 3 pg 3 ph 3 pharmaceutical 1 phase 38 phases 10 phases 4 phd 23 phenomena 16 phenomenon 6 phillip 15 philosophers 8 philosophy 5 phones 4 php 12 phpbb2 3 phrase 8
  71. 71. phrases 5 physical 26 physically 2 physics 6 physiotherapy 30 piano 8 pick 6 picture 15 pictures 5 piece 14 pieces 16 piezo-electric 12 pinar 15 pipeline 5 pipelined 4 pipelines 4 pipes 4 pizza 10 pizzas 10 place 24 place? 5 placed 24 placement 1 places 5 plagiarism 5 plain 6 plan 28 planetary 4 planner 8 planning 9 plans 4 plant 21 plate 12 plates 18 platform 13 platform-independent 5 platforms 1 play 18 player 6 player's 8 playing 8 plays 4 plc 12 please 16 please 1 plenty 1 ploys 4 plug 1 plug-and-play 7 plugged 6 plugin 62
  72. 72. plugins 34 plural 5 plurals 10 plus 4 point 59 point-based 8 point-estimate 3 points 36 poker 24 polhemus 5 policies 4 polish 6 political 2 politicians 4 polymer 4 poorly 6 popular 16 population 6 porjects 1 portable 12 portal 20 portions 13 posed 4 poses 5 position 17 positional 6 positioning 5 positions 18 positive 25 positives 3 possess 6 possibilies 5 possibilities 7 possibility 21 possible 136 possible 4 possibly 40 posterior 6 potential 54 potentially 28 potgential 7 power 64 powerful 22 powerpc 2 pp 31 ppc 4 practical 27 practically 4 practice 26 practices 16 pratt-hartmann 10
  73. 73. preceding 8 precisely 5 precision 4 predefined 6 predict 9 predictable 5 predicted 9 predicting 10 prediction 25 predictions 3 predictive 3 preferable 5 preferably 10 prefered 2 preferences 4 preferential 6 preferred 12 prefetched 8 prefixed 6 preliminary 3 prentice 5 prepared 2 prepositional 5 prepositions 15 prerequisites 14 presence 12 present 34 presentation 9 present-day 4 presented 4 presenting 5 presents 14 press 35 presupposed 10 pretty 1 prevalence 4 prevent 6 previous 59 previously 14 price 20 primarily 44 primary 5 primitive 7 primitives 4 principle 16 principles 6 principles 4 printed 1 prior 17 priority 4 privacy 22
  74. 74. privacy 3 private 5 privileges 3 proakis 5 probabilistic 9 probability 49 probably 32 probe 5 problem 165 problems 92 procedure 5 procedures 14 proceedings 37 proceeds 4 process 159 processable 5 processes 42 processing 96 processor 43 processors 31 procurement 4 produce 57 produced 19 produces 10 producing 17 product 22 production 4 productions 1 products 21 proebsting 1 professional-quality 2 proficiency 5 profiling 5 profit 5 profoundly 6 program 39 program/system 4 program/system's 4 programmable 4 programme 43 programmed 9 programmer 23 programmers 6 programmes 7 programming 173 programs 28 programs some 1 progress 5 progression 8 progressively 10 prohibitively 4
  75. 75. project 1347 project 8 projection-based 5 projects 338 project's 4 prolog 38 promising 12 prompted 4 promptly 3 prone 4 pronouns 10 proof 14 proofing 4 proofs 2 prooofs 3 propagate 4 propagated 9 propagates 12 propagation 24 propagation 4 properly 12 properties 145 property 27 proponent 4 proportional 11 proposal 12 proposals 4 propose 15 proposed 56 propositional 16 prospect 9 protect 4 protég&eacute-owl28 protege 21 protégé 88 protege stanford edu 1 protégé-owl 27 protein 40 protein- 4 protein/protein 4 protein-dna 4 protein-protein 7 proteins 35 proteins 4 proteomics 4 protocol 30 protocol s 3 protocols 59 prototype 32 prototypes 6 prototyping 8
  76. 76. prove 2 proved 1 proven 4 prover 3 provide 109 provided 34 provider 1 providers 5 provides 35 providing 35 proving 7 provision 2 provisions 7 proximity 3 prune 5 pseudo 4 pseudo-time-division-multiplexing 3 psychiatric 21 psychiatry 7 psychoses 7 psygrid 14 ptl 8 public 20 publication 2 publications 6 publish 5 published 13 pulse 28 pulse 8 pure 9 purely 4 purpose 41 purpose' 4 purposes 4 pursue 3 purveyed 2 put 27 put 4 python 11 q-learning 12 qos 18 qt 4 quadratic 6 qualitative 3 quality 25 'quality 3 quantative 1 quantification 5 quantified 21 quantify 3 quantitative 9
  77. 77. quantities 3 quantity 3 quasi-stationary 4 queries 12 query 33 querying 2 question 48 questions 34 queue 8 queues 4 quick 8 quickly 32 quite 32 rj 5 radio 43 rails 1 rainbow 24 raise 3 raised 3 raises 4 random 16 randomized 6 randomly 4 range 79 ranging 7 ranking 1 rapid 24 rapidly 37 rate 8 rates 16 rather 75 rational 4 ratios 11 ray 21 rays 13 ray-tracing 4 rcr 12 rcr 1 6 rcr 2 6 rcr 3 6 rcr 4 6 rcr/mdm 6 rdf 5 rds 1 14 rds 1 a 8 rds 1 b 8 rds 1 c 8 rds 1 d 8 rds 1 e 8 rds 1 f 8 rds 1 g 7
  78. 78. rds 2 6 rds 3 6 rds 4 6 rds 5 6 rds 7 1 rds/alr 6 6 re 8 reached 4 reaches 4 reaction 3 reactions 6 reactive 8 reactively 4 read 24 readable 7 read-after-write 1 reader 6 reading 22 reads 1 ready 13 real 133 realisation 5 realise 6 realism 4 realist 6 realistic 31 reality 11 reality 4 realizable 3 realize 4 real-life 12 really 9 real-time 42 reason 33 reasonable 4 reasonably 5 reasoners 8 reasoning 33 reasons 12 recall 3 receive 12 received 28 receiver 19 receives 5 receiving 4 receiving 4 recent 64 recently 38 receptors 12 recognise 9 recognised 3
  79. 79. recognising 5 recognition 33 recognition? 3 recognize 9 recognizer 6 recommended 1 recomputed 5 reconfigurable 4 reconfigure 6 recongise 3 reconstructed 10 record 13 records 1 recouped 1 recover 12 recovered 5 recovering 4 recovers 6 recovery 16 recovery 4 recruit 6 rector 9 rector@cs man ac uk 9 recurrence 1 recurring 1 redrawn 4 reduce 32 reduced 5 reduces 5 reducing 21 redundancy 3 refer 15 reference 48 reference' 5 references 100 referred 4 referring 3 refers 2 refilled 4 refine 3 refined 5 refinement 16 refining 4 reflect 5 reflected 8 reflection 16 reflections 13 reflects 4 reflexive 5 reflexives 10 region 11
  80. 80. regions 8 register 13 registered 9 registers 5 registry 60 registry s 5 regular 45 regulatory 6 rehabilitation 6 reimplement 1 re-implement 1 reinforcement 54 reinventing 5 reitman 6 relate 6 related 83 relates 5 relating 6 relation 9 relational 1 relationship 26 relationships 51 relationships 6 relative 15 relatively 37 relaxation 4 relaying 4 released 9 relevance 4 relevant 31 reliability 6 reliable 10 reliably 5 relu-risk 4 rely 7 remain 5 remains 18 remarkably 7 remember 5 remembers 2 remote 2 remotely 2 removal 5 remove 6 removed 6 rendered 10 rendering 24 rendition 5 renewed 1 renowned 4 rep 8
  81. 81. repeat 4 repeated 6 repel 4 replace 8 replaced 3 replanning 4 report 11 reports 3 repositories 5 repository 31 represennt 5 represent 24 representation 128 representation 4 representations 21 represented 10 representing 23 reproducible 4 reputation 3 request 3 requesting 6 require 65 required 170 requirement 3 requirements 24 requires 85 requiring 2 rescue 23 reseachers 4 research 109 research 4 researchers 14 researching 13 researh 4 reservation 1 resolution 8 resolution 4 resource 44 resources 108 respect 3 respectively 4 respond 15 response 19 responses 6 responsibility 5 responsible 10 respository 8 rest 5 restricted 3 result 80 resultant 1
  82. 82. resulting 31 results 96 retransmissions 6 retrenchment 12 retrieve 6 retrieved 4 return 4 returns 5 reusable 6 reuse 11 reused 5 reusing 1 reveal 14 reversal 4 reversed 4 review 12 reviiew 5 revisit 1 reward 84 rewards 18 rewrite 3 rewrites 1 rewriting 2 rh+ve 5 rhb 1 3 rhb 2 3 rhb 3 3 rhb 4 3 rhd+ 5 rhesus 20 rheus 5 rh-pos 5 rh-positive 5 ribonucleic 4 richer 4 right 29 right-click 5 rigorous 6 ring 3 risc 10 rise 16 risk 2 risking 2 risks 2 rna 16 road 12 robert 13 robert stevens@manchester ac uk 1 roberts 20 robot 66 robot s 6
  83. 83. robotic 41 robotics 114 roboticsapplications 6 robots 72 robot's 6 robust 20 robustness 18 rogers 1 role 19 role-based 1 rolled 4 roman} 3 room 17 rotation 6 rough 8 roughly 8 roughness 4 rounding 5 round-trip 3 route 56 routed 4 router 4 routes 6 routine 5 routines 16 routing 34 rover 8 rovers 4 roving 4 row 10 rstevens@cs man ac8 uk rtl 5 ruby 1 rule-based 20 rules 46 run 63 running 16 runs 5 runtime 1 run-time 24 rural 2 rvm 5 sabou 5 sackville 3 safe 10 safety 20 salesman 6 same 107 samples 16 sampling 5 san 8
  84. 84. sasse 3 satisfied 3 satisfies 4 satisfy 14 saving 3 savings 5 saw 15 say 10 says 3 sbf 4 sbf 1 4 sbf 2 8 sbf 3 8 sbf 4 4 sbml 8 sc 7 scalable 12 scalar 1 scale-free 6 scaling 6 scan 13 scanners/sensors 4 scanning 8 scenarios 26 scene 8 sch 4 scheduling 3 schema 11 schemas 1 scheme 14 schemes 19 school 43 schwarzenegger 4 science 56 sciences 3 scientific 4 scientist 5 scientists 14 scientist-users' 7 scl 8 scope 13 scratch 4 screen 11 screenreader 15 scripts 16 s-domain 12 sea 8 seamless 2 seamlessly 4 search 159 searches 4
  85. 85. searching 8 seasons 3 sebastian 8 second 62 second? 5 secondary 1 secondly 4 seconds 4 secrets 8 section 13 sections 10 secure 4 security 43 see 103 see 7 seeing 5 seek 16 seems 16 seen 21 seethe 6 select 8 selected 22 selecting 7 selection 5 selective 15 self 4 self-assembly 12 self-study 2 selling 4 semantic 94 semanticists 5 semantics 82 semiautomatic 3 semi-autonomous 6 send 4 sending 8 sends 8 sense 21 sensitive 11 sensitivity 13 sensor 4 sensors 6 sent 10 sentence 10 sentence? 5 sentences 55 separable 6 separate 16 separated 5 separately 12 separation 11
  86. 86. sequence 41 sequence 4 sequences 40 serial 8 series 15 serve 4 service 88 service' 3 service 1 service/data 1 service/resource 3 services 173 servicing 2 servlets 1 set 79 sets 42 sets 4 setter 10 setting 23 settings 11 several 115 severe 4 sf 2 sf 1 2 sf 2 2 shaded 5 shall 9 shape 26 shaped 6 shapes 12 share 8 shared 26 sharing 16 shed 3 sheet 6 sheets 6 sherlock 15 shibboleth 9 shifted 5 shim 5 shims 15 shiq 4 shneiderman's 3 short 20 shortcuts 5 shorter 4 shortest 4 should 190 show 27 showed 4 showing 1
  87. 87. shown 16 shows 5 siam 6 side 15 sighted 10 sigkdd 6 sign 10 signal 69 signalling 4 signals 31 signal's 5 signature 4 significant 83 signs 1 silico 15 simd 1 similar 54 similarities 9 similarity 14 similarly 4 simon 2 simple 151 simpler 4 simplescalar 1 simplest 26 simplification 4 simplified 15 simply 43 simulate 12 simulated 22 simulating 27 simulation 102 simulations 13 simulator 45 simulink 6 simultaneously 14 since 42 single 54 site 39 site 1 sites 3 situation 8 situations 27 six 10 size 34 size 4 sizes 13 sketching 2 skill 4 skills 144 skills 4
  88. 88. slides 4 slopes 5 slow 9 slower 4 slowing 4 slowly 4 slp 3 small 77 smallest 4 smith 13 sml 1 smoke-filled 5 snake 8 snakes 10 snomed-ct 7 snort 3 so 252 so 4 so-called 28 social 8 society 2 socrates 8 software 342 software- 4 sofware 4 solution 37 solutions 44 solve 23 solved 4 solver 4 solving 14 some 385 some 4 somebody 7 someone 5 something 12 sometimes 20 sons 2 sony 12 soon 4 soot 1 sophisticated 20 sort 15 sorting 22 sorting/knowledge 8 sorts 6 sothat 3 sought 10 sound 12 source 37 sources 8
  89. 89. southampton 8 space 63 space lossless 4 spacecraft 4 spaces 6 spacial 4 spain 4 span s1 3 sparc 4 spatial 12 speak 17 speakers 8 special 26 species 24 specific 62 specifically 4 specification 45 specification-based 5 specifications 18 specify 28 specifying 19 spectral 6 spectre 4 spectrum 4 speculating 4 speculative 4 speech 36 speed 32 speeding 4 speeds 4 spelling 5 spend 37 spherical 4 spike 4 spiking 24 spin 9 spite 1 split 6 sports 4 spread 2 spreadsheet 4 springer- 15 square 10 squares 4 srp 4 srp 1 4 srp 2 4 srp 3 4 srp/rds 1 4 ssl 1 stability 9
  90. 90. stage 27 stages 2 stairs 5 stakeholders 2 stalls 1 standard 126 standardise 4 standards 26 stanford 8 start 18 started 10 starting 27 starts 1 start-up 4 state 46 state-based 3 stateless 6 statements 4 statements 4 state-of-the-art 12 states 14 states 4 static 12 stationary 5 stations 4 statistical 6 statistically 3 statistics 12 status 6 stefan 5 step 55 steps 19 stereo 37 stereoscopic 15 stevens 33 still 16 stimulate 9 stimulating 1 stimuli 7 stimulus 4 stipend 1 stock 11 storage 25 store 4 stored 18 stores 10 storing 6 story 3 straight 12 straightforward 16 strategies 19

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