John G Ullman & Associates 13F-HR Quarterly holdings report by institutional manager

The Securities and Exchange Commission has not necessarily reviewed the information in this filing and has not determined if it is accurate and complete.
The reader should not assume that the information is accurate and complete.

UNITED STATES SECURITIES AND EXCHANGE COMMISSION
Washington, D.C. 20549
FORM 13F

FORM 13F INFORMATION TABLE

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OMB Number:		3235-0006
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COLUMN 1	COLUMN 2	COLUMN 3	COLUMN 4	COLUMN 5			COLUMN 6	COLUMN 7	COLUMN 8
			VALUE	SHRS OR	SH/	PUT/	INVESTMENT	OTHER	VOTING AUTHORITY
NAME OF ISSUER	TITLE OF CLASS	CUSIP	(x$1000)	PRN AMT	PRN	CALL	DISCRETION	MANAGER	SOLE	SHARED	NONE
3M CO MMM	COM	88579Y101	3,582	18,723	SH		SOLE		0	0	18,723
ABBOTT LABORATORIES ABT	COM	002824100	11,454	257,926	SH		SOLE		0	0	257,926
AECOM ACM	COM	00766T100	559	15,700	SH		SOLE		0	0	15,700
AGCO CORP AGCO	COM	001084102	4,580	76,100	SH		SOLE		0	0	76,100
ALPHABET INC-CL A GOOGL	COM	02079K305	1,375	1,622	SH		SOLE		0	0	1,622
ALPHABET INC-CL C GOOG	COM	02079K107	1,444	1,741	SH		SOLE		0	0	1,741
AMERICAN DEFENSE SYSTEMS INC A	COM	025351107	0	50,000	SH		SOLE		0	0	50,000
AMERICAN SOFTWARE INC-CL A AMS	COM	029683109	6,128	596,125	SH		SOLE		0	0	596,125
AMGEN INC AMGN	COM	031162100	2,702	16,471	SH		SOLE		0	0	16,471
APPLE INC AAPL	COM	037833100	2,668	18,574	SH		SOLE		0	0	18,574
AUTOHOME INC-ADR ATHM	COM	05278C107	2,631	82,800	SH		SOLE		0	0	82,800
AUTOZONE INC AZO	COM	053332102	217	300	SH		SOLE		0	0	300
AVALON ADVANCED MATERIALS IN A	COM	05337L106	2	18,750	SH		SOLE		0	0	18,750
BANK OF NOVA SCOTIA BNS	COM	064149107	6,475	110,550	SH		SOLE		0	0	110,550
BAXTER INTERNATIONAL INC BAX	COM	071813109	5,239	101,023	SH		SOLE		0	0	101,023
BCE INC BCE	COM	05534B760	5,874	132,677	SH		SOLE		0	0	132,677
BERKSHIRE HATHAWAY INC-CL B BR	COM	084670702	504	3,025	SH		SOLE		0	0	3,025
BLACKROCK INC BLK	COM	09247X101	384	1,000	SH		SOLE		0	0	1,000
BLUE BIRD CORP BLBD	COM	095306106	832	48,500	SH		SOLE		0	0	48,500
BRISTOL-MYERS SQUIBB CO BMY	COM	110122108	7,373	135,575	SH		SOLE		0	0	135,575
BROOKS AUTOMATION INC BRKS	COM	114340102	10,299	459,776	SH		SOLE		0	0	459,776
CALAMP CORP CAMP	COM	128126109	3,561	212,100	SH		SOLE		0	0	212,100
CALGON CARBON CORP CCC	COM	129603106	4,405	301,702	SH		SOLE		0	0	301,702
CELGENE CORP CELG	COM	151020104	499	4,008	SH		SOLE		0	0	4,008
CHEMUNG FINANCIAL CORP CHMG	COM	164024101	2,197	55,618	SH		SOLE		0	0	55,618
CIENA CORP CIEN	COM	171779309	3,735	158,200	SH		SOLE		0	0	158,200
CIGNA CORP CI	COM	125509109	352	2,400	SH		SOLE		0	0	2,400
CISCO SYSTEMS INC CSCO	COM	17275R102	824	24,365	SH		SOLE		0	0	24,365
COCA-COLA CO/THE KO	COM	191216100	1,323	31,174	SH		SOLE		0	0	31,174
CONDUENT INC CNDT	COM	206787103	1,557	92,776	SH		SOLE		0	0	92,776
CONOCOPHILLIPS COP	COM	20825C104	7,624	152,885	SH		SOLE		0	0	152,885
CORNING INC GLW	COM	219350105	19,819	734,037	SH		SOLE		0	0	734,037
DANAHER CORP DHR	COM	235851102	428	5,000	SH		SOLE		0	0	5,000
DENTSPLY SIRONA INC XRAY	COM	24906P109	2,961	47,423	SH		SOLE		0	0	47,423
DOUGLAS DYNAMICS INC PLOW	COM	25960R105	296	9,671	SH		SOLE		0	0	9,671
DST SYSTEMS INC DST	COM	233326107	594	4,850	SH		SOLE		0	0	4,850
DUKE ENERGY CORP DUK	COM	26441C204	6,194	75,525	SH		SOLE		0	0	75,525
ELMIRA SAVINGS BANK ESBK	COM	289660102	1,185	54,851	SH		SOLE		0	0	54,851
EMERSON ELECTRIC CO EMR	COM	291011104	17,975	300,282	SH		SOLE		0	0	300,282
EVERI HOLDINGS INC EVRI	COM	30034T103	48	10,000	SH		SOLE		0	0	10,000
EXELON CORP EXC	COM	30161N101	5,788	160,860	SH		SOLE		0	0	160,860
EXXON MOBIL CORP XOM	COM	30231G102	18,625	227,106	SH		SOLE		0	0	227,106
FLOWSERVE CORP FLS	COM	34354P105	6,021	124,340	SH		SOLE		0	0	124,340
GENERAL ELECTRIC CO GE	COM	369604103	1,233	41,392	SH		SOLE		0	0	41,392
GENERAL MOTORS CO GM	COM	37045V100	7,930	224,261	SH		SOLE		0	0	224,261
GLAXOSMITHKLINE PLC-SPON ADR G	COM	37733W105	5,371	127,388	SH		SOLE		0	0	127,388
GRANITE CONSTRUCTION INC GVA	COM	387328107	11,977	238,627	SH		SOLE		0	0	238,627
GREAT PLAINS ENERGY INC GXP	COM	391164100	8,549	292,560	SH		SOLE		0	0	292,560
HALLIBURTON CO HAL	COM	406216101	3,316	67,384	SH		SOLE		0	0	67,384
HARDINGE INC HDNG	COM	412324303	1,380	122,810	SH		SOLE		0	0	122,810
HONEYWELL INTERNATIONAL INC HO	COM	438516106	7,443	59,609	SH		SOLE		0	0	59,609
IDACORP INC IDA	COM	451107106	5,020	60,510	SH		SOLE		0	0	60,510
II-VI INC IIVI	COM	902104108	368	10,200	SH		SOLE		0	0	10,200
INGERSOLL-RAND PLC IR	COM	G47791101	8,316	102,264	SH		SOLE		0	0	102,264
INTEL CORP INTC	COM	458140100	12,417	344,241	SH		SOLE		0	0	344,241
INTL BUSINESS MACHINES CORP IB	COM	459200101	8,262	47,444	SH		SOLE		0	0	47,444
IXYS CORPORATION IXYS	COM	46600W106	281	19,313	SH		SOLE		0	0	19,313
JOHNSON & JOHNSON JNJ	COM	478160104	23,996	192,665	SH		SOLE		0	0	192,665
LABORATORY CRP OF AMER HLDGS L	COM	50540R409	398	2,774	SH		SOLE		0	0	2,774
LANDEC CORP LNDC	COM	514766104	4,500	375,025	SH		SOLE		0	0	375,025
LINDSAY CORP LNN	COM	535555106	13,728	155,791	SH		SOLE		0	0	155,791
MANHATTAN SCIENTIFICS INC MHTX	COM	563122100	5	145,000	SH		SOLE		0	0	145,000
MDU RESOURCES GROUP INC MDU	COM	552690109	5,139	187,775	SH		SOLE		0	0	187,775
MERCK & CO. INC. MRK	COM	58933Y105	13,512	212,652	SH		SOLE		0	0	212,652
MICRON TECHNOLOGY INC MU	COM	595112103	249	8,600	SH		SOLE		0	0	8,600
MICROSOFT CORP MSFT	COM	594918104	7,040	106,892	SH		SOLE		0	0	106,892
MONSANTO CO MON	COM	61166W101	2,873	25,377	SH		SOLE		0	0	25,377
MOSAIC CO/THE MOS	COM	61945C103	1,240	42,500	SH		SOLE		0	0	42,500
NEOGEN CORP NEOG	COM	640491106	2,584	39,426	SH		SOLE		0	0	39,426
NEW YORK COMMUNITY BANCORP NYC	COM	649445103	3,659	261,950	SH		SOLE		0	0	261,950
NEXTERA ENERGY INC NEE	COM	65339F101	5,595	43,585	SH		SOLE		0	0	43,585
NISOURCE INC NI	COM	65473P105	359	15,100	SH		SOLE		0	0	15,100
OCLARO INC OCLR	COM	67555N206	243	24,700	SH		SOLE		0	0	24,700
OGE ENERGY CORP OGE	COM	670837103	6,265	179,101	SH		SOLE		0	0	179,101
ORBOTECH LTD ORBK	COM	M75253100	2,327	72,142	SH		SOLE		0	0	72,142
OTTER TAIL CORP OTTR	COM	689648103	855	22,550	SH		SOLE		0	0	22,550
PAYCHEX INC PAYX	COM	704326107	225	3,825	SH		SOLE		0	0	3,825
PEPSICO INC PEP	COM	713448108	219	1,955	SH		SOLE		0	0	1,955
PFIZER INC PFE	COM	717081103	15,492	452,842	SH		SOLE		0	0	452,842
PHILLIPS 66 PSX	COM	718546104	370	4,674	SH		SOLE		0	0	4,674
PPL CORP PPL	COM	69351T106	293	7,829	SH		SOLE		0	0	7,829
PUBLIC SERVICE ENTERPRISE GP P	COM	744573106	2,766	62,360	SH		SOLE		0	0	62,360
QUEST DIAGNOSTICS INC DGX	COM	74834L100	4,954	50,449	SH		SOLE		0	0	50,449
QUINTILES IMS HOLDINGS INC Q	COM	74876Y101	290	3,600	SH		SOLE		0	0	3,600
REGENERON PHARMACEUTICALS REGN	COM	75886F107	368	950	SH		SOLE		0	0	950
SCHLUMBERGER LTD SLB	COM	806857108	15,082	193,112	SH		SOLE		0	0	193,112
SIGNATURE BANK SBNY	COM	82669G104	1,403	9,452	SH		SOLE		0	0	9,452
STRYKER CORP SYK	COM	863667101	1,451	11,025	SH		SOLE		0	0	11,025
SUN HYDRAULICS CORP SNHY	COM	866942105	3,325	92,075	SH		SOLE		0	0	92,075
SUPERVALU INC SVU	COM	868536103	39	10,000	SH		SOLE		0	0	10,000
SWISS HELVETIA FUND SWZ	COM	870875101	2,920	251,693	SH		SOLE		0	0	251,693
SYNGENTA AG-ADR SYT	COM	87160A100	2,934	33,150	SH		SOLE		0	0	33,150
TE CONNECTIVITY LTD TEL	COM	H84989104	9,938	133,300	SH		SOLE		0	0	133,300
THERMO FISHER SCIENTIFIC INC T	COM	883556102	4,045	26,333	SH		SOLE		0	0	26,333
VIAVI SOLUTIONS INC VIAV	COM	925550105	1,271	118,600	SH		SOLE		0	0	118,600
WAL-MART STORES INC WMT	COM	931142103	8,361	116,000	SH		SOLE		0	0	116,000
WALT DISNEY CO/THE DIS	COM	254687106	416	3,670	SH		SOLE		0	0	3,670
WATTS WATER TECHNOLOGIES-A WTS	COM	942749102	7,076	113,491	SH		SOLE		0	0	113,491
XEROX CORP XRX	COM	984121103	2,179	296,883	SH		SOLE		0	0	296,883
XYLEM INC XYL	COM	98419M100	2,001	39,850	SH		SOLE		0	0	39,850
ZIMMER BIOMET HOLDINGS INC ZBH	COM	98956P102	1,479	12,110	SH		SOLE		0	0	12,110
ROYAL HAWAIIAN ORCHARDS LP NNU	LTD	78028T100	379	167,699	SH		SOLE		0	0	167,699
NOVARTIS AG-SPONSORED ADR NVS	ADR	66987V109	8,432	113,525	SH		SOLE		0	0	113,525
TAIWAN SEMICONDUCTOR-SP ADR TS	ADR	874039100	348	10,600	SH		SOLE		0	0	10,600
TELECOM ARGENTINA SA-SP ADR TE	ADR	879273209	2,416	108,900	SH		SOLE		0	0	108,900
GUGGENHEIM S&P GLOBAL WATER CG	ETF	18383Q507	5,638	181,450	SH		SOLE		0	0	181,450
ISHARES CORE U.S. AGGREGATE AG	ETF	464287226	1,186	10,936	SH		SOLE		0	0	10,936
ISHARES EDGE MSCI MIN VOL EM E	ETF	464286533	3,675	68,683	SH		SOLE		0	0	68,683
ISHARES MSCI AUSTRALIA ETF EWA	ETF	464286103	2,566	113,500	SH		SOLE		0	0	113,500
ISHARES MSCI CANADA ETF EWC	ETF	464286509	2,720	101,175	SH		SOLE		0	0	101,175
ISHARES MSCI SINGAPORE CAPPE E	ETF	46434G780	3,417	149,786	SH		SOLE		0	0	149,786
POWERSHARES WILDERH CLEAN EN P	ETF	73935X500	1,166	291,450	SH		SOLE		0	0	291,450
SPDR S&P BIOTECH ETF XBI	ETF	78464A870	3,925	56,600	SH		SOLE		0	0	56,600
SPDR S&P REGIONAL BANKING KRE	ETF	78464A698	355	6,500	SH		SOLE		0	0	6,500
UTILITIES SELECT SECTOR SPDR X	ETF	81369Y886	508	9,900	SH		SOLE		0	0	9,900
VANGUARD S&P 500 ETF VOO	ETF	922908363	256	1,183	SH		SOLE		0	0	1,183
VANGUARD SHORT-TERM BOND ETF B	ETF	921937827	1,028	12,889	SH		SOLE		0	0	12,889