id
stringlengths 4
8
| tokens
sequencelengths 4
170
| labels
sequencelengths 4
170
|
---|---|---|
TR-13100 | [
"Then",
"natural",
"language",
"generation",
"(",
"NLG",
")",
"maps",
"the",
"selected",
"action",
"to",
"its",
"surface",
"form",
"which",
"is",
"sent",
"to",
"the",
"TTS",
"(",
"Text",
"-",
"to",
"-",
"Speech",
")",
"."
] | [
4,
0,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4
] |
TR-13101 | [
"To",
"streamline",
"frame",
"decoding",
",",
"a",
"semantic",
"frame",
"induction",
"engine",
"was",
"developed",
"(",
"FramEngine",
")",
"that",
"uses",
"a",
"combination",
"of",
"non",
"-",
"negative",
"matrix",
"factorization",
"and",
"a",
"hierarchical",
"hidden",
"markov",
"model",
"(",
"HHMM",
")",
"to",
"simultaneously",
"detect",
"recurring",
"patterns",
"in",
"commands",
"(",
"words",
",",
"morphemes",
",",
"acoustic",
"units",
")",
"and",
"relate",
"them",
"to",
"their",
"relevant",
"slots",
"and",
"values",
"in",
"semantic",
"frames",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
TR-13102 | [
"There",
"are",
"two",
"distinct",
"approaches",
"to",
"manage",
"these",
"resources",
",",
"either",
"by",
"using",
"level",
"of",
"detail",
"(",
"LOD",
")",
",",
"specifically",
"terrain",
"rendering",
"LOD",
"techniques",
",",
"or",
"load",
"balancing",
",",
"such",
"as",
"CPU",
"-",
"GPU",
"coupled",
"computation",
"techniques",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
2,
4,
1,
4,
4,
4,
4,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
1,
3,
3,
4,
4,
4,
4
] |
TR-13103 | [
"A",
"pioneering",
"model",
"of",
"analog",
"computation",
"is",
"the",
"General",
"Purpose",
"Analog",
"Computer",
"(",
"GPAC",
")",
",",
"introduced",
"by",
"Shannon",
"as",
"a",
"model",
"of",
"the",
"Differential",
"Analyzer",
"and",
"improved",
"by",
"Pour",
"-",
"El",
",",
"Lipshitz",
"and",
"Rubel",
",",
"Costa",
"and",
"Graça",
"and",
"others",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
TR-13104 | [
"In",
"order",
"to",
"minimize",
"RF",
"interference",
"at",
"the",
"receiver",
"front",
"end",
",",
"we",
"use",
"aggregation",
"function",
"to",
"calculate",
"average",
"RSSI",
"values",
"."
] | [
4,
4,
4,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
1,
4,
4
] |
TR-13105 | [
"This",
"method",
"allows",
"achieving",
"real",
"-",
"time",
"inference",
"on",
"a",
"general",
"-",
"purpose",
"CPU",
",",
"providing",
"capabilities",
"for",
"using",
"AR",
"algorithms",
"at",
"the",
"edge",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
1,
4,
4,
4,
4,
4,
1,
4,
4,
4,
4,
4
] |
TR-13106 | [
"Hence",
",",
"these",
"policies",
"prove",
"the",
"impact",
"of",
"cooling",
"on",
"total",
"cost",
"with",
"its",
"large",
"changes",
"in",
"data",
"center",
"load",
"and",
"the",
"need",
"of",
"pre",
"-",
"cooling",
"the",
"target",
"DC",
"when",
"it",
"is",
"necessary",
"to",
"prevent",
"overheating",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4
] |
TR-13107 | [
"For",
"both",
",",
"the",
"six",
"combinations",
"of",
"intensity",
"-",
"based",
"methods",
"and",
"the",
"proposed",
"method",
",",
"the",
"initial",
"solution",
"was",
"fixed",
"at",
"the",
"origin",
",",
"and",
"the",
"Region",
"Of",
"Interest",
"(",
"ROI",
")",
"was",
"defined",
"as",
"the",
"10",
"cm",
"side",
"center",
"square",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
TR-13108 | [
"Meneses2011",
"study",
"the",
"benchmark",
"CG",
",",
"MG",
",",
"BT",
",",
"and",
"DT",
"from",
"the",
"same",
"suite",
",",
"with",
"implementation",
"of",
"pessimistic",
"and",
"causal",
"message",
"logging",
"protocols",
",",
"and",
"find",
"that",
"pessimistic",
"message",
"logging",
"CG",
"shows",
"17",
"runtime",
"overheads",
",",
"but",
"that",
"a",
"causal",
"message",
"logging",
"shows",
"significant",
"improvements",
",",
"with",
"around",
"1",
"runtime",
"overheads",
"for",
"the",
"CG",
"kernel",
"."
] | [
4,
4,
4,
4,
1,
4,
1,
4,
1,
4,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
TR-13109 | [
"This",
"framework",
"uses",
"an",
"adversarial",
"network",
"structure",
"similar",
"to",
"the",
"Generative",
"Adversarial",
"Network",
"(",
"GAN",
")",
",",
"but",
"the",
"learning",
"process",
"is",
"based",
"on",
"synthetic",
"images",
",",
"instead",
"of",
"random",
"noises",
"as",
"in",
"the",
"original",
"GAN",
"method",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
TR-13110 | [
"One",
"major",
"category",
"of",
"indoor",
"localization",
"solutions",
"utilize",
"location",
"-",
"dependent",
"fingerprints",
"(",
"e.g.",
"received",
"signal",
"strength",
"(",
"RSS",
")",
"of",
"WiFi",
",",
"magnetic",
",",
"luminous",
"conditions",
".",
")"
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
2,
4,
1,
4,
4,
1,
4,
4,
4,
4,
4,
4,
4
] |
TR-13111 | [
"Researchers",
"at",
"Lawrence",
"Livermore",
"National",
"Laboratory",
"and",
"ICSI",
"have",
"been",
"computing",
"visual",
",",
"audio",
",",
"and",
"motion",
"features",
"commonly",
"used",
"in",
"multimedia",
"analysis",
",",
"using",
"LLNL",
"'s",
"Cray",
"Catalyst",
",",
"and",
"making",
"them",
"available",
"to",
"the",
"public",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
TR-13112 | [
"For",
"the",
"cases",
"of",
"NP",
"or",
"MA",
"and",
"QCMA",
",",
"it",
"is",
"known",
"that",
"Unique",
"NP",
",",
"Unique",
"MA",
",",
"and",
"Unique",
"QCMA",
"reduce",
"to",
"NP",
",",
"MA",
",",
"and",
"QCMA",
",",
"respectively",
",",
"under",
"randomized",
"reductions",
"."
] | [
4,
4,
4,
4,
1,
4,
1,
4,
1,
4,
4,
4,
4,
4,
4,
1,
4,
4,
1,
4,
4,
4,
1,
4,
4,
1,
4,
1,
4,
4,
1,
4,
4,
4,
4,
4,
4,
4
] |
TR-13113 | [
"Test",
"adoption",
"with",
"a",
"substantial",
"scientific",
"organization",
"such",
"as",
"the",
"Lawrence",
"Berkeley",
"National",
"Laboratory",
"(",
"LBNL",
")",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
2,
2,
4,
1,
4,
4
] |
TR-13114 | [
"Recently",
",",
"Recurrent",
"Neural",
"Networks",
"(",
"RNN",
")",
"have",
"shown",
"notable",
"success",
"in",
"modeling",
"data",
"sequences",
"and",
"time",
"-",
"varying",
"patterns",
"."
] | [
4,
4,
0,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
TR-13115 | [
"In",
"this",
"task",
",",
"we",
"use",
"direct",
"assessment",
"(",
"DA",
")",
"datasets",
"of",
"human",
"evaluation",
"data",
"."
] | [
4,
4,
4,
4,
4,
4,
0,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4
] |
TR-13116 | [
"We",
"got",
"best",
"results",
"using",
"the",
"Leaky",
"Rectified",
"Linear",
"Unit",
"(",
"Leaky",
"ReLU",
")",
"Maas",
"-",
"etal:2013",
"with",
"the",
"slope",
"of",
"the",
"negative",
"region",
"fixed",
"at",
"."
] | [
4,
4,
4,
4,
4,
4,
0,
2,
2,
2,
4,
1,
3,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
TR-13117 | [
"However",
",",
"in",
"order",
"to",
"address",
"the",
"blurring",
"and",
"distortion",
"problems",
"often",
"seen",
"in",
"existing",
"approaches",
"in",
"this",
"category",
",",
"we",
"propose",
"a",
"method",
"based",
"on",
"the",
"radial",
"basis",
"function",
"(",
"RBF",
")",
"interpolation",
"with",
"the",
"following",
"improvements",
":",
"1",
")",
"rather",
"than",
"considering",
"only",
"the",
"Euclidean",
"distances",
"between",
"vertices",
",",
"our",
"method",
"also",
"takes",
"into",
"consideration",
"the",
"image",
"local",
"orientations",
",",
"yielding",
"an",
"anisotropic",
"radial",
"basis",
"function",
"(",
"ARBF",
")",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
2,
2,
4,
1,
4,
4
] |
TR-13118 | [
"There",
"is",
"a",
"huge",
"potential",
"to",
"utilize",
"orbital",
"angular",
"momentum",
"(",
"OAM",
")",
"signals",
"to",
"improve",
"the",
"channel",
"capacities",
"of",
"the",
"DL",
"transmission",
"of",
"NOMA",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
0,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
1,
4,
4,
1,
4
] |
TR-13119 | [
"In",
"the",
"absence",
"of",
"ground",
"truth",
"and",
",",
"the",
"normalised",
"projected",
"observation",
"error",
"(",
"NPOE",
")",
"must",
"to",
"be",
"used",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4
] |
TR-13120 | [
"The",
"authors",
"used",
"a",
"java",
"card",
"that",
"supports",
"the",
"java",
"language",
"and",
"the",
"environment",
"used",
"is",
"next",
"generation",
"integrated",
"circuit",
"card",
"(",
"NGICC",
")",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
2,
2,
2,
4,
1,
4,
4
] |
TR-13121 | [
"Taobao",
"Search",
"Advertising",
"(",
"TSA",
")",
"is",
"a",
"suite",
"of",
"commercial",
"advertising",
"service",
"(",
"http://zhitongche.taobao.com",
")",
"."
] | [
0,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
TR-13122 | [
"Clean",
"classes",
"(",
"classes",
"not",
"affected",
"by",
"TD",
"items",
")",
"are",
"less",
"change",
"-",
"prone",
"than",
"dirty",
"ones",
",",
"but",
"the",
"difference",
"between",
"the",
"groups",
"is",
"small",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
TR-13123 | [
"We",
"suspect",
"this",
"is",
"due",
"to",
"two",
"factors",
":",
"(",
"1",
")",
"the",
"staleness",
"of",
"the",
"imaginary",
"states",
"in",
"the",
"IB",
"approach",
",",
"and",
"(",
"2",
")",
"the",
"delicate",
"interaction",
"between",
"using",
"more",
"imaginary",
"data",
"and",
"overtraining",
"the",
"actor",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
TR-13124 | [
"Regarding",
"the",
"NC",
"metric",
",",
"we",
"observe",
"a",
"very",
"high",
"(",
"see",
"classification",
"described",
"in",
"Section",
")",
"negative",
"correlation",
"between",
"this",
"metric",
"and",
"the",
"percentage",
"of",
"buggy",
"commits",
"in",
"Signal",
"-",
"Android",
"."
] | [
4,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
TR-13125 | [
"Unless",
"otherwise",
"mentioned",
",",
"a",
"processing",
"element",
"(",
"PE",
")",
"typically",
"represents",
"a",
"core",
"of",
"a",
"machine",
"."
] | [
4,
4,
4,
4,
4,
0,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
TR-13126 | [
"For",
"this",
"method",
"we",
"require",
"two",
"definitions",
":",
"a",
"region",
"adjacency",
"graph",
"(",
"RAG",
")",
"and",
"a",
"merge",
"priority",
"function",
"(",
"MPF",
")",
"or",
"policy",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
2,
4,
1,
4,
4,
4,
0,
2,
2,
4,
1,
4,
4,
4,
4
] |
TR-13127 | [
"Here",
"we",
"use",
"a",
"variant",
"of",
"deterministic",
"policy",
"gradient",
"algorithm",
"DPG",
"to",
"directly",
"capture",
"the",
"gradient",
"of",
"Q",
"function",
"respect",
"to",
"deterministic",
"probability",
"vector",
"."
] | [
4,
4,
4,
4,
4,
4,
0,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
TR-13128 | [
"A",
"recent",
"example",
"in",
"ASR",
"is",
"tanaka",
",",
"which",
"proposed",
"a",
"neural",
"error",
"corrective",
"language",
"model",
"(",
"NECLM",
")",
"trained",
"on",
"pairs",
"of",
"transcripts",
"and",
"corresponding",
"errorful",
"ASR",
"output",
"as",
"a",
"last",
"step",
"during",
"decoding",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
2,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4
] |
TR-13129 | [
"(",
"2",
")",
"training",
"a",
"classifier",
"on",
"the",
"clear",
"data",
":",
"we",
"first",
"learned",
"the",
"deep",
"neural",
"network",
"(",
"DNN",
")",
"for",
"classification",
"tasks",
"by",
"minimizing",
"the",
"cross",
"entropy",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
TR-13130 | [
"This",
"set",
"is",
"obtained",
"using",
"a",
"hybrid",
"approach",
"inspired",
"by",
"'s",
"C4.5",
"algorithm",
"to",
"generate",
"a",
"decision",
"tree",
"and",
"the",
"Greedy",
"Randomized",
"Constructive",
"(",
"GRC",
")",
"search",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
2,
4,
1,
4,
4,
4
] |
TR-13131 | [
"The",
"presented",
"work",
"uses",
"the",
"Discrete",
"Wavelet",
"Transform",
"(",
"DWT",
")",
"for",
"preprocessing",
"of",
"ECG",
"signal",
"and",
"extracts",
"features",
"using",
"UWT",
"."
] | [
4,
4,
4,
4,
4,
0,
2,
2,
4,
1,
4,
4,
4,
4,
1,
4,
4,
4,
4,
4,
1,
4
] |
TR-13132 | [
"For",
"each",
"combination",
"of",
"sample",
"size",
"and",
"frequency",
"we",
"perform",
"simulations",
"of",
"the",
"Kubo",
"oscillator",
"eq",
":",
"kubo",
"on",
"the",
"interval",
"assuming",
"a",
"known",
"radial",
"basis",
"function",
"(",
"RBF",
")",
"kernel",
"with",
"for",
"the",
"latent",
"force",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4
] |
TR-13133 | [
"It",
"remains",
"to",
"solve",
"the",
"above",
"partial",
"differential",
"equation",
"(",
"PDE",
")",
"that",
"will",
"allow",
"us",
"to",
"calculate",
"and",
"give",
"the",
"probability",
"of",
"satisfying",
"the",
"clause",
"."
] | [
4,
4,
4,
4,
4,
4,
0,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
TR-13134 | [
"Table",
"shows",
"the",
"confusion",
"matrix",
"(",
"CM",
")",
"that",
"contains",
"information",
"about",
"actual",
"and",
"predicted",
"classifications",
"."
] | [
4,
4,
4,
0,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
TR-13135 | [
"A",
"patch",
"-",
"based",
"CNN",
"and",
"a",
"fully",
"convolutional",
"network",
"(",
"FCN",
")",
"were",
"used",
"to",
"detect",
"informal",
"settlements",
"from",
"a",
"pansharpened",
"VHR",
"image",
"."
] | [
4,
4,
4,
4,
1,
4,
4,
0,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
1,
4,
4
] |
TR-13136 | [
"Occupational",
"Class",
"Users",
"are",
"mapped",
"with",
"an",
"occupation",
"using",
"the",
"Standard",
"Occupation",
"Classification",
"(",
"SOC",
")",
"taxonomy",
"devised",
"by",
"the",
"Office",
"of",
"National",
"Statistics",
"in",
"the",
"UK",
",",
"based",
"on",
"skill",
"requirements",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
1,
4,
4,
4,
4,
4,
4
] |
TR-13137 | [
"Our",
"publication",
"dates",
"are",
"those",
"listed",
"by",
"the",
"Darwin",
"Correspondence",
"Project",
"(",
"DCP",
")",
";",
"the",
"DCP",
"uses",
"the",
"publication",
"date",
"of",
"the",
"volume",
",",
"if",
"found",
"in",
"Darwin",
"'s",
"library",
",",
"otherwise",
"the",
"date",
"of",
"first",
"publication",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
2,
4,
1,
4,
4,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
TR-13138 | [
"We",
",",
"in",
"fact",
",",
"generate",
"three",
"separate",
"neural",
"networks",
"which",
"are",
"NN",
",",
"NN",
"and",
"NN",
"where",
"subscripts",
"indicate",
"the",
"year(s",
")",
"of",
"KSTAR",
"campaign(s",
")",
"that",
"the",
"training",
"data",
"sets",
"are",
"obtained",
"from",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
4,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
TR-13139 | [
"There",
"are",
"various",
"names",
"to",
"the",
"resulting",
"distribution",
",",
"i.e.",
",",
"the",
"predictive",
"density",
"function",
"or",
"the",
"remaining",
"RUL",
"PDF",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
2,
4,
4,
4,
1,
3,
4
] |
TR-13140 | [
"The",
"classification",
"is",
"carried",
"out",
"by",
"a",
"nearest",
"-",
"neighbor",
"classifier",
"and",
"the",
"performance",
"of",
"our",
"method",
"is",
"measured",
"by",
"the",
"Correct",
"Classification",
"Rate",
"(",
"CCR",
")",
"which",
"is",
"the",
"ratio",
"of",
"the",
"number",
"of",
"correctly",
"classified",
"samples",
"over",
"the",
"total",
"number",
"of",
"samples",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
TR-13141 | [
"We",
"describe",
"how",
"to",
"implement",
"the",
"proposed",
"approach",
"explained",
"above",
"in",
"the",
"concrete",
"third",
"generation",
"partnership",
"project",
"(",
"3GPP",
")",
"Machine",
"Type",
"Communications",
"(",
"MTC",
")",
"architecture",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
2,
2,
4,
1,
4,
0,
2,
2,
4,
1,
4,
4,
4
] |
TR-13142 | [
"This",
"was",
"created",
"from",
"T1-weighted",
"MPRAGE",
"scans",
"acquired",
"by",
"Eggebrecht",
"et",
"al",
"using",
"the",
"process",
"described",
"by",
"Wu",
"et",
"al",
"in",
"which",
"Statistical",
"Parametric",
"Mapping",
"(",
"SPM",
")",
"software",
"was",
"used",
"to",
"perform",
"parametric",
"segmentation",
"of",
"five",
"tissue",
"types",
"(",
"scalp",
",",
"skull",
",",
"cerebrospinal",
"fluid",
"(",
"CSF",
")",
",",
"gray",
"matter",
",",
"white",
"matter",
")",
"based",
"on",
"the",
"pixel",
"intensity",
"probability",
"function",
"distribution",
"."
] | [
4,
4,
4,
4,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
TR-13143 | [
"In",
"this",
"paper",
",",
"we",
"propose",
"a",
"novel",
"deep",
"learning",
"model",
"called",
"Task",
"Adaptive",
"Activation",
"Network",
"(",
"TAAN",
")",
"that",
"can",
"automatically",
"learn",
"the",
"optimal",
"network",
"architecture",
"for",
"MTL",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
1,
4
] |
TR-13144 | [
"Simplified",
"optimal",
"trajectory",
"control",
"(",
"SOTC",
")",
"for",
"LLC",
"resonant",
"converters",
"."
] | [
0,
2,
2,
2,
4,
1,
4,
4,
1,
4,
4,
4
] |
TR-13145 | [
"SR",
"schemes",
"namely",
"IOB2",
"and",
"IOBES",
"have",
"been",
"used",
"to",
"train",
"the",
"model",
"as",
"these",
"two",
"schemes",
"reported",
"high",
"performance",
"among",
"other",
"schemes",
"for",
"BioNER",
"as",
"discussed",
"in",
"."
] | [
1,
4,
4,
1,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
1,
4,
4,
4,
4
] |
TR-13146 | [
"I",
"used",
"two",
"different",
"methods",
"to",
"predict",
"the",
"Fantasy",
"Football",
"scores",
"of",
"NFL",
"players",
":",
"Support",
"Vector",
"Regression",
"(",
"SVR",
")",
"and",
"Neural",
"Networks",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
1,
4,
4,
0,
2,
2,
4,
1,
4,
4,
4,
4,
4
] |
TR-13147 | [
"Hiring",
"an",
"IT",
"worker",
"can",
"be",
"done",
"at",
"various",
"levels",
"of",
"decision",
"making",
"(",
"as",
"an",
"intern",
"to",
"a",
"doctor",
",",
"by",
"a",
"department",
"head",
",",
"by",
"the",
"hospital",
"manager",
"or",
"at",
"the",
"central",
"decision",
"making",
"level",
")",
",",
"and",
"it",
"will",
"snowball",
"from",
"there",
"."
] | [
4,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
TR-13148 | [
"Whole",
"tumor",
"(",
"WT",
")",
"is",
"defined",
"as",
"the",
"set",
"union",
"of",
"the",
"peritumoral",
"edema",
",",
"enhancing",
"tumor",
"(",
"ET",
")",
"and",
"non",
"-",
"enhancing",
"/",
"necrotic",
"tumor",
"core",
"(",
"TC",
")",
"."
] | [
0,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
0,
2,
4,
1,
4,
4
] |
TR-13149 | [
"While",
"traditional",
"approaches",
"attempt",
"to",
"detect",
"pattern",
"-",
"based",
"signatures",
"in",
"traffic",
",",
"classic",
"machine",
"learning",
"(",
"ML",
")",
"and",
"deep",
"learning",
"techniques",
"play",
"an",
"increasing",
"role",
"in",
"classifying",
"traffic",
"to",
"detect",
"obfuscated",
"or",
"polymorphic",
"malware",
"and",
"previously",
"unknown",
"attack",
"vectors",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
TR-13150 | [
"These",
"ideas",
"also",
"belong",
"to",
"the",
"technique",
"of",
"Reduced",
"-",
"Order",
"Models",
"(",
"ROM",
")",
",",
"specially",
"for",
"models",
"based",
"on",
"Partial",
"Differential",
"Equations",
"(",
"PDE",
")",
"Baur2014",
",",
"Quarteroni2016",
",",
"and",
"emulation",
"as",
"described",
"below",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
0,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
TR-13151 | [
"It",
"pretrains",
"the",
"agent",
"using",
"a",
"combination",
"of",
"Temporal",
"Difference",
"(",
"TD",
")",
"and",
"supervised",
"losses",
"on",
"demonstration",
"data",
"in",
"the",
"replay",
"memory",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
TR-13152 | [
"And",
"instead",
"of",
"using",
"the",
"scale",
"invariant",
"feature",
"transform",
"(",
"SIFT",
")",
"for",
"image",
"feature",
"extraction",
",",
"CNN",
"(",
"GoogLeNet",
")",
"features",
"are",
"used",
"."
] | [
4,
4,
4,
4,
4,
0,
2,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
1,
4,
4,
4,
4,
4,
4,
4
] |
TR-13153 | [
"We",
"turned",
"popular",
"estimators",
"in",
"the",
"literature",
"into",
"probably",
"approximately",
"correct",
"(",
"PAC",
")",
"ones",
"by",
"embedding",
"them",
"into",
"an",
"optimal",
"Monte",
"Carlo",
"algorithm",
",",
"and",
"showed",
"their",
"practical",
"performance",
"using",
"a",
"set",
"of",
"benchmarks",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
TR-13154 | [
"In",
"the",
"last",
"decade",
",",
"we",
"have",
"seen",
"the",
"rise",
"of",
"the",
"Multiple",
"Online",
"Battle",
"Arena",
"(",
"MOBA",
")",
"games",
",",
"which",
"are",
"the",
"most",
"played",
"games",
"nowadays",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
TR-13155 | [
"Firstly",
",",
"we",
"apply",
"a",
"proposed",
"aspect",
"-",
"aware",
"topic",
"model",
"(",
"ATM",
")",
"on",
"the",
"review",
"text",
"to",
"model",
"user",
"preferences",
"and",
"item",
"features",
"from",
"different",
"aspects",
",",
"and",
"estimate",
"the",
"aspect",
"importance",
"of",
"a",
"user",
"towards",
"an",
"item",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
TR-13156 | [
"For",
"evaluating",
"how",
"good",
"the",
"prediction",
"is",
",",
"we",
"use",
"Pearson",
"correlation",
"coefficient",
"(",
")",
",",
"normalized",
"root",
"mean",
"square",
"error",
"(",
"RMSE",
")",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
2,
2,
4,
1,
4,
4
] |
TR-13157 | [
"We",
"propose",
"a",
"mask",
"pyramid",
"(",
"MP",
")",
"U",
"-",
"Net",
"to",
"improve",
"sinogram",
"refinement",
"."
] | [
4,
4,
4,
0,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
TR-13158 | [
"The",
"intuition",
"behind",
"this",
"is",
"that",
"having",
"knowledge",
"about",
"the",
"boundaries",
"of",
"the",
"whole",
"tumor",
"will",
"allow",
"the",
"CNN",
"to",
"become",
"more",
"confident",
"in",
"its",
"predictions",
"of",
"ET",
"and",
"TC",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
1,
4,
1,
4
] |
TR-13159 | [
"Deep",
"Reinforcement",
"Learning",
"Hands",
"-",
"On",
":",
"Apply",
"modern",
"RL",
"methods",
",",
"with",
"deep",
"Q",
"-",
"networks",
",",
"value",
"iteration",
",",
"policy",
"gradients",
",",
"TRPO",
",",
"AlphaGo",
"Zero",
"and",
"more",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
1,
4,
4,
4,
4,
4,
4
] |
TR-13160 | [
"The",
"reason",
"for",
"this",
"behavior",
"is",
"related",
"to",
"ensuring",
"POSIX",
"consistency",
"that",
"relates",
"to",
"POSIX",
"I",
"/",
"O",
"API",
"and",
"POSIX",
"I",
"/",
"O",
"semantics",
",",
"which",
"can",
"have",
"adverse",
"effects",
"on",
"scalability",
"and",
"performance",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
1,
4,
4,
1,
3,
3,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
TR-13161 | [
"propose",
"a",
"Modified",
"Genetic",
"Algorithm",
"(",
"MGA",
")",
"to",
"effectively",
"search",
"a",
"suitable",
"solutions",
"for",
"large",
"-",
"scale",
"DCs",
",",
"accordingly",
",",
"a",
"fuzzy",
"-",
"logic",
"is",
"applied",
"on",
"this",
"algorithm",
"to",
"combine",
"the",
"conflicting",
"goals",
"."
] | [
4,
4,
0,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
TR-13162 | [
"In",
"this",
"framework",
",",
"regarding",
"the",
"data",
"and",
"parameters",
"storage",
",",
"the",
"data",
"uploaded",
"by",
"user",
"to",
"be",
"trained",
"is",
"stored",
"in",
"a",
"Hadoop",
"Distributed",
"File",
"System",
"(",
"HDFS",
")",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
2,
2,
4,
1,
4,
4
] |
TR-13163 | [
"The",
"present",
"paper",
"introduces",
"a",
"novel",
"framework",
"of",
"CS",
",",
"namely",
"statistical",
"compressed",
"sensing",
"(",
"SCS",
")",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
1,
4,
4,
0,
2,
2,
4,
1,
4,
4
] |
TR-13164 | [
"For",
"example",
",",
"In",
"karpathy2014large",
",",
"authors",
"stack",
"the",
"video",
"frames",
"as",
"the",
"input",
"for",
"convolution",
"neural",
"networks",
"(",
"CNN",
")",
"and",
"two",
"stream",
"CNNs",
"simonyan2014two",
"combine",
"optical",
"flow",
"and",
"RGB",
"video",
"frames",
"to",
"train",
"CNN",
"and",
"achieve",
"comparable",
"results",
"with",
"the",
"state",
"-",
"of",
"-",
"the",
"art",
"hand",
"craft",
"based",
"methods",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
TR-13165 | [
"In",
"this",
"paper",
",",
"we",
"present",
"the",
"development",
"of",
"a",
"realistic",
"underwater",
"acoustic",
"model",
",",
"implemented",
"within",
"the",
"Robot",
"Operating",
"System",
"(",
"ROS",
")",
"and",
"the",
"Gazebo",
"simulator",
"framework",
",",
"for",
"localization",
"of",
"AUVs",
"using",
"a",
"set",
"of",
"water",
"surface",
"robots",
",",
"time",
"of",
"flight",
"of",
"underwater",
"propagated",
"acoustic",
"waves",
",",
"and",
"a",
"multilateration",
"genetic",
"algorithm",
"approach",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
TR-13166 | [
"Thus",
",",
"proper",
"power",
"control",
"during",
"D2D",
"communication",
"is",
"vital",
"for",
"controlling",
"the",
"transmission",
"power",
"levels",
"of",
"D2D",
"UEs",
"so",
"as",
"to",
"deal",
"with",
"the",
"interference",
"generated",
"by",
"the",
"D2D",
"UEs",
"and",
"improve",
"spectral",
"efficiency",
",",
"system",
"capacity",
",",
"coverage",
",",
"and",
"reduce",
"energy",
"consumption",
"."
] | [
4,
4,
4,
4,
4,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
TR-13167 | [
"Although",
"WI",
"avoids",
"(",
"post",
"-",
"hoc",
")",
"alignment",
"altogether",
",",
"it",
"is",
"consistently",
"outperformed",
"by",
"OP",
",",
"which",
"is",
"shown",
"in",
"Table",
"for",
"low",
"-",
"dimensional",
"embeddings.(We",
"see",
"the",
"same",
"tendency",
"for",
"WI",
"against",
"random",
"indexing",
"with",
"a",
"shared",
"random",
"space",
"(",
"SRV",
")",
",",
"but",
"instead",
"variable",
"results",
"for",
"count",
"and",
"PPMI",
"alignment",
"(",
"CI",
")",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
1,
4,
4,
4,
4,
4,
0,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
1,
4,
4,
1,
4,
4
] |
TR-13168 | [
"The",
"Social",
"Network",
"Influence",
"(",
"SNI",
")",
"is",
"a",
"measure",
"comparable",
"with",
"Klout",
",",
"an",
"online",
"influence",
"measure",
"that",
"we",
"shall",
"see",
"in",
"Section",
"."
] | [
4,
0,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
TR-13169 | [
"What",
"is",
"the",
"initiation",
"interval",
"(",
"II",
")",
"when",
"you",
"do",
"not",
"set",
"a",
"target",
"II",
"?"
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
TR-13170 | [
"In",
"contrast",
",",
"Marianne",
"Mithun",
"referred",
"to",
"noun",
"incorporation",
"(",
"NI",
")",
"in",
"the",
"context",
"of",
"verb",
"morphology",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
0,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4
] |
TR-13171 | [
"Then",
"in",
"Section",
",",
"we",
"extend",
"our",
"analysis",
"to",
"the",
"multi",
"-",
"AP",
"scenario",
",",
"in",
"which",
"several",
"received",
"copies",
"of",
"a",
"packet",
"in",
"different",
"APs",
"are",
"combined",
"for",
"performance",
"enhancement",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
TR-13172 | [
"For",
"the",
"first",
"stage",
",",
"they",
"used",
"Maximal",
"Information",
"Coefficient",
"(",
"MIC",
")",
"to",
"calculate",
"the",
"relation",
"information",
"between",
"two",
"continuous",
"features",
"and",
"they",
"calculate",
"the",
"relevancy",
",",
"a",
"symmetric",
"uncertainty",
"estimator",
",",
"for",
"discrete",
"features",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
0,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
TR-13173 | [
"Note",
"that",
"in",
"most",
"of",
"the",
"existing",
"BC",
"technologies",
",",
"actual",
"data",
"of",
"IoT",
"devices",
"are",
"not",
"stored",
"in",
"the",
"BC",
"due",
"to",
"processing",
"overheads",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
1,
4,
4,
4,
4,
4,
1,
4,
4,
4,
4,
4,
4,
1,
4,
4,
4,
4,
4
] |
TR-13174 | [
"This",
"is",
"commonly",
"captured",
"in",
"a",
"State",
"Space",
"model",
"(",
"SSM",
")",
"that",
"describes",
"the",
"temporal",
"relationship",
"and",
"evolution",
"of",
"states",
"through",
"first",
"-",
"order",
"difference",
"equations",
"."
] | [
4,
4,
4,
4,
4,
4,
0,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
TR-13175 | [
"We",
"use",
"ideas",
"from",
"the",
"Minimum",
"Description",
"Length",
"(",
"MDL",
")",
"literature",
"to",
"define",
"a",
"new",
"measure",
"of",
"motif",
"relevance",
"."
] | [
4,
4,
4,
4,
4,
0,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
TR-13176 | [
"ConclusionIn",
"this",
"paper",
",",
"we",
"have",
"presented",
"a",
"novel",
"and",
"systematic",
"method",
"that",
"autonomously",
"and",
"simultaneously",
"optimizes",
"multiple",
"parameters",
"of",
"any",
"given",
"deep",
"neural",
"network",
"by",
"using",
"a",
"genetic",
"algorithm",
"(",
"GA",
")",
"aided",
"by",
"a",
"novel",
"Bi",
"-",
"Generative",
"Adversarial",
"Network",
"(",
"GAN",
")",
"with",
"two",
"generators",
",",
"which",
"is",
"referred",
"to",
"as",
"Bi",
"-",
"GAN",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
0,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
1,
3,
3,
4
] |
TR-13177 | [
"For",
"evaluating",
"structure",
"fusion",
"generalization",
",",
"we",
"compare",
"structure",
"fusion",
"based",
"graph",
"convolutional",
"networks",
"(",
"SF",
"-",
"GCN",
")",
",",
"propagation",
"fusion",
"based",
"graph",
"convolutional",
"networks",
"(",
"PF",
"-",
"GCN",
")",
"and",
"structure",
"propagation",
"fusion",
"based",
"graph",
"convolutional",
"networks",
"(",
"SPF",
"-",
"GCN).In",
"Table",
",",
"we",
"observe",
"that",
"the",
"performance",
"of",
"SPF",
"-",
"GCN",
"is",
"better",
"than",
"that",
"of",
"other",
"method",
",",
"and",
"the",
"least",
"improvement",
"of",
"SPF",
"-",
"GCN",
"respectively",
"is",
"for",
"Cora",
",",
"for",
"Citeseer",
"and",
"for",
"PubMed",
",",
"while",
"the",
"performance",
"of",
"SP",
"is",
"superior",
"to",
"that",
"of",
"PF",
"-",
"GCN",
",",
"and",
"the",
"improvement",
"of",
"SF",
"-",
"GCN",
"respectively",
"is",
"for",
"Cora",
",",
"for",
"Citeseer",
"and",
"for",
"PubMed",
"Therefore",
",",
"PF",
"and",
"SF",
"both",
"are",
"benefit",
"for",
"further",
"mining",
"the",
"structure",
"information",
"and",
"the",
"role",
"of",
"SF",
"is",
"more",
"important",
"than",
"that",
"of",
"PF",
"."
] | [
4,
4,
0,
2,
4,
4,
4,
4,
0,
2,
2,
2,
2,
2,
4,
1,
3,
3,
4,
4,
0,
2,
2,
2,
2,
2,
4,
1,
3,
3,
4,
4,
0,
2,
2,
2,
2,
2,
2,
4,
1,
3,
3,
4,
4,
4,
4,
4,
4,
4,
4,
1,
3,
3,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
1,
3,
3,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
1,
4,
4,
4,
4,
4,
1,
3,
3,
4,
4,
4,
4,
4,
1,
3,
3,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
1,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
1,
4,
4,
4,
4,
4,
4,
1,
4
] |
TR-13178 | [
"We",
"use",
"the",
"Automated",
"Anatomical",
"Labeling",
"(",
"AAL",
")",
"atlas",
"craddock2012whole",
"with",
"a",
"parcellation",
"of",
"116",
"brain",
"regions",
"to",
"represent",
"the",
"brain",
"activation",
"response",
"for",
"each",
"stimulus",
",",
"where",
"each",
"voxel",
"coordinate",
"belongs",
"to",
"a",
"particular",
"region",
"of",
"interest",
"."
] | [
4,
4,
4,
0,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
TR-13179 | [
"Twitter",
"is",
"a",
"commonly",
"used",
"resource",
"for",
"social",
"media",
"based",
"NLP",
"research",
"within",
"the",
"health",
"domain",
",",
"and",
"it",
"provides",
"a",
"public",
"Application",
"Programming",
"Interface",
"(",
"API",
")",
"that",
"can",
"be",
"queried",
"using",
"predefined",
"keywords",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
TR-13180 | [
"In",
"recent",
"years",
"there",
"have",
"been",
"numerous",
"articles",
"analyzing",
"in",
"different",
"languages",
"the",
"efficiency",
"of",
"stemming",
"/",
"lemmatization",
"in",
"IR",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
1,
4
] |
TR-13181 | [
"By",
"attributing",
"portions",
"of",
"the",
"model",
"predictions",
"back",
"to",
"the",
"input",
"variables",
"(",
"ground",
"reaction",
"forces",
"and",
"full",
"-",
"body",
"joint",
"angles",
")",
",",
"the",
"Layer",
"-",
"Wise",
"Relevance",
"Propagation",
"(",
"LRP",
")",
"technique",
"reliably",
"demonstrates",
"which",
"variables",
"at",
"what",
"time",
"windows",
"of",
"the",
"gait",
"cycle",
"are",
"most",
"relevant",
"for",
"the",
"characterisation",
"of",
"gait",
"patterns",
"from",
"a",
"certain",
"individual",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
2,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
TR-13182 | [
"For",
"the",
"BoW",
"baseline",
",",
"we",
"employ",
"the",
"method",
"proposed",
"by",
"Philbin",
"et",
"al",
"..",
"For",
"Holidays",
"and",
"Ukbench",
",",
"keypoints",
"are",
"detected",
"by",
"Hessian",
"-",
"Affine",
"detector",
"."
] | [
4,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
TR-13183 | [
"New",
"York",
",",
"NY",
",",
"USA",
":",
"ACM",
",",
"1995",
"."
] | [
0,
2,
4,
1,
4,
1,
4,
1,
4,
4,
4
] |
TR-13184 | [
"Curiously",
",",
"this",
"complex",
"cellular",
"automaton",
"is",
"more",
"distant",
"from",
"the",
"behavioral",
"measures",
"of",
"the",
"Game",
"of",
"Life",
"than",
"other",
"CA",
"found",
"using",
"the",
"proposed",
"methodology",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
1,
4,
4,
4,
4,
4,
4
] |
TR-13185 | [
"Some",
"recent",
"works",
"have",
"utilized",
"formal",
"methods",
"and",
"information",
"flow",
"tracking",
"(",
"IFT",
")",
"based",
"techniques",
"to",
"detect",
"Trojans",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4
] |
TR-13186 | [
"In",
"these",
"figures",
",",
"we",
"observed",
"that",
"the",
"simulated",
"annealing",
"(",
"SA",
")",
"baseline",
"outperformed",
"the",
"Crowd",
",",
"Hybrid",
",",
"and",
"other",
"automated",
"approaches",
"on",
"the",
"EC",
",",
"EL",
",",
"ND",
",",
"and",
"NED",
"criteria",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
1,
4,
1,
4,
1,
4,
4,
1,
4,
4
] |
TR-13187 | [
"Also",
",",
"worth",
"to",
"be",
"mentioned",
"is",
"ALICE",
"(",
"Artificial",
"Linguistic",
"Internet",
"Computer",
"Entity",
")",
",",
"a",
"customizable",
"chatbot",
"by",
"using",
"Artificial",
"Intelligence",
"Markup",
"Language",
"(",
"AIML",
")",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
1,
4,
0,
2,
2,
2,
2,
4,
4,
4,
4,
4,
4,
4,
0,
2,
2,
2,
4,
1,
4,
4
] |
TR-13188 | [
"were",
"one",
"of",
"the",
"first",
"to",
"adapt",
"a",
"CNN",
"to",
"vertebral",
"metastases",
"segmentation",
"in",
"CT",
"images",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
1,
4,
4,
4,
4,
4,
1,
4,
4
] |
TR-13189 | [
"In",
"addition",
",",
"the",
"renewable",
"energy",
"aware",
"BS",
"sleeping",
"mode",
"can",
"be",
"investigated",
"to",
"dynamically",
"switch",
"on",
"/",
"off",
"BSs",
"based",
"on",
"not",
"only",
"their",
"traffic",
"loads",
"but",
"also",
"the",
"availability",
"of",
"renewable",
"energy",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
TR-13190 | [
"The",
"fundamental",
"idea",
"in",
"passivity",
"based",
"control",
"(",
"PBC",
")",
"is",
"achieving",
"passivity",
"of",
"the",
"closed",
"-",
"loop",
"system",
"at",
"the",
"desired",
"operating",
"point",
"."
] | [
4,
4,
4,
4,
0,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
TR-13191 | [
"SLAM",
",",
"simultaneous",
"localization",
"and",
"mapping",
",",
"is",
"a",
"technique",
"applied",
"in",
"robotics",
"for",
"pose",
"estimation",
"and",
"environment",
"mapping",
"."
] | [
1,
4,
0,
2,
2,
2,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
TR-13192 | [
"Current",
"RIR",
"allocation",
"policies",
"promote",
"aggregation",
"through",
"the",
"preferred",
"use",
"of",
"PA",
"addresses",
",",
"but",
"they",
"still",
"allow",
"PI",
"allocations",
"."
] | [
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
1,
4,
4,
4,
4,
4,
4,
1,
4,
4
] |
TR-13193 | [
"To",
"the",
"best",
"of",
"our",
"knowledge",
",",
"the",
"only",
"available",
"resource",
"for",
"real",
"examples",
"of",
"incoherent",
"conversations",
"is",
"the",
"datasets",
"that",
"accompany",
"the",
"Dialogue",
"System",
"Technology",
"Challenge",
"(",
"DSTC",
")",
"Dialogue",
"Breakdown",
"Detection",
"shared",
"task",
"DBLP",
":",
"conf",
"/",
"lrec",
"/",
"HigashinakaFKI16",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
1,
4,
4,
4,
4,
4,
4,
4
] |
TR-13194 | [
"As",
"shown",
"in",
"Table",
",",
"this",
"approach",
"comes",
"in",
"three",
"forms",
":",
"original",
"Gauss",
"-",
"Newton",
"(",
"GN",
")",
"when",
"the",
"equation",
"is",
"easy",
"to",
"solve",
"(",
"the",
"Hessian",
"matrix",
"has",
"a",
"small",
"condition",
"number",
")",
",",
"Levenberg",
"Macquardt",
"(",
"LM",
")",
"as",
"a",
"damped",
"GN",
"if",
"Hessian",
"is",
"near",
"singular",
",",
"and",
"DogLeg",
"(",
"DL",
")",
"as",
"a",
"combination",
"of",
"GN",
"and",
"the",
"steepest",
"descent",
"method",
"for",
"fast",
"convergence",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
0,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
TR-13195 | [
"In",
"the",
"computer",
"science",
"literature",
",",
"such",
"a",
"routine",
"is",
"called",
"a",
"fully",
"polynomial",
"randomized",
"approximation",
"scheme",
"(",
"FPRAS",
")",
"for",
"network",
"unreliability",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
2,
2,
2,
4,
1,
4,
4,
4,
4,
4
] |
TR-13196 | [
"The",
"user",
"has",
"the",
"option",
"toShe",
"has",
"an",
"option",
"to",
"manually",
"resolve",
"it",
",",
"when",
"further",
"information",
"becomes",
"available",
",",
"by",
"assigning",
"a",
"unique",
"resource",
"identifier",
"URI",
"(",
"e.g.",
"to",
"a",
"unique",
"Wikipedia",
"entry",
")",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
2,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
TR-13197 | [
"We",
"propose",
"a",
"Radon",
"inversion",
"layer",
"(",
"RIL",
")",
"to",
"enable",
"efficient",
"end",
"-",
"to",
"-",
"end",
"dual",
"domain",
"learning",
"."
] | [
4,
4,
4,
0,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
TR-13198 | [
"Agent",
"'s",
"field",
"of",
"view",
"(",
"FOV",
")",
"was",
"set",
"randomly",
",",
"as",
"well",
"as",
"the",
"view",
"height",
"and",
"small",
"head",
"up",
"and",
"down",
"movement",
"."
] | [
4,
4,
0,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
TR-13199 | [
"The",
"experimental",
"results",
"of",
"imbalanced",
"gun",
"drilling",
"dataset",
"with",
"evolutionary",
"cost",
"-",
"sensitive",
"deep",
"belief",
"network",
"(",
"ECS",
"-",
"DBN",
")",
",",
"gradient",
"boosting",
"(",
"GB",
")",
",",
"K",
"-",
"nearest",
"neighbor",
"(",
"KNN",
")",
",",
"DBN",
",",
"MLP",
",",
"linear",
"regression",
"(",
"LR",
")",
",",
"support",
"vector",
"machine",
"(",
"SVM",
")",
",",
"AdaBoost",
",",
"stochastic",
"gradient",
"descent(SGD",
")",
"and",
"Lasso",
"are",
"shown",
"in",
"Table",
"in",
"terms",
"of",
"classification",
"accuracy",
",",
"G",
"-",
"means",
",",
"Precision",
",",
"Recall",
"and",
"F1-score",
"."
] | [
4,
4,
4,
4,
4,
4,
4,
4,
4,
0,
2,
2,
2,
2,
2,
2,
4,
1,
3,
3,
4,
4,
0,
2,
4,
1,
4,
4,
0,
2,
2,
2,
4,
1,
4,
4,
1,
4,
1,
4,
0,
2,
4,
1,
4,
4,
0,
2,
2,
4,
1,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |